mirror of
https://github.com/meta-llama/llama-stack.git
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recordings
This commit is contained in:
Ashwin Bharambe
parent
a78f981dbb
commit
fa6ed28aea
21 changed files with 4085 additions and 6339 deletions
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@ -258,8 +258,8 @@ class PythonListCustomToolGenerator(PromptTemplateGeneratorBase): # noqa: N801
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{# manually setting up JSON because jinja sorts keys in unexpected ways -#}
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{%- set tname = t.tool_name -%}
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{%- set tdesc = t.description -%}
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{%- set tprops = t.input_schema.get('properties', {}) -%}
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{%- set required_params = t.input_schema.get('required', []) -%}
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{%- set tprops = (t.input_schema or {}).get('properties', {}) -%}
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{%- set required_params = (t.input_schema or {}).get('required', []) -%}
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{
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"name": "{{tname}}",
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"description": "{{tdesc}}",
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@ -790,37 +790,11 @@ class ChatAgent(ShieldRunnerMixin):
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if tool_name_to_def.get(tool_def.name, None):
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raise ValueError(f"Tool {tool_def.name} already exists")
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# Build JSON Schema from tool parameters
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properties = {}
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required = []
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for param in tool_def.parameters:
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param_schema = {
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"type": param.parameter_type,
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"description": param.description,
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}
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if param.default is not None:
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param_schema["default"] = param.default
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if param.items is not None:
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param_schema["items"] = param.items
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if param.title is not None:
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param_schema["title"] = param.title
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properties[param.name] = param_schema
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if param.required:
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required.append(param.name)
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input_schema = {
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"type": "object",
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"properties": properties,
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"required": required,
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}
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# Use input_schema from ToolDef directly
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tool_name_to_def[tool_def.name] = ToolDefinition(
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tool_name=tool_def.name,
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description=tool_def.description,
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input_schema=input_schema,
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input_schema=tool_def.input_schema,
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)
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for toolgroup_name_with_maybe_tool_name in agent_config_toolgroups:
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toolgroup_name, input_tool_name = self._parse_toolgroup_name(toolgroup_name_with_maybe_tool_name)
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@ -199,14 +199,14 @@ class TestMCPToolsInChatCompletion:
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}
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# Get the tools from MCP
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tools_response = llama_stack_client.tool_runtime.list_runtime_tools(
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tools_response = llama_stack_client.tool_runtime.list_tools(
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tool_group_id=test_toolgroup_id,
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extra_headers=auth_headers,
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)
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# Convert to OpenAI format for inference
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tools = []
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for tool in tools_response.data:
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for tool in tools_response:
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tools.append(
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{
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"type": "function",
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@ -20,14 +20,14 @@
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"body": {
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"__type__": "openai.types.chat.chat_completion.ChatCompletion",
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"__data__": {
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"id": "chatcmpl-161",
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"id": "chatcmpl-494",
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"choices": [
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{
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"finish_reason": "stop",
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"index": 0,
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"logprobs": null,
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"message": {
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"content": "The answer is Saturn.",
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"content": "You're referring to Saturn's majestic ring system. Yes, the answer is Saturn! Its ring system is one of the most well-known and iconic in our solar system. The rings are made up of ice particles and rock debris that orbit around Saturn, stretching out for hundreds of thousands of miles.",
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"refusal": null,
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"role": "assistant",
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"annotations": null,
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@ -37,15 +37,15 @@
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}
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}
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],
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"created": 1756921364,
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"created": 1759351471,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion",
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"service_tier": null,
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"system_fingerprint": "fp_ollama",
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"usage": {
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"completion_tokens": 6,
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"completion_tokens": 60,
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"prompt_tokens": 39,
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"total_tokens": 45,
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"total_tokens": 99,
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"completion_tokens_details": null,
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"prompt_tokens_details": null
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}
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@ -21,7 +21,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -36,7 +36,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -47,7 +47,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -62,7 +62,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -73,7 +73,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -88,7 +88,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -99,7 +99,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -114,7 +114,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -125,7 +125,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -140,7 +140,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -151,7 +151,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -166,7 +166,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -177,7 +177,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -192,7 +192,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -203,7 +203,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -218,7 +218,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -229,7 +229,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -244,7 +244,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -255,7 +255,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -270,7 +270,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -281,7 +281,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -296,7 +296,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -307,7 +307,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -322,7 +322,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -333,7 +333,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -348,7 +348,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -359,7 +359,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -374,7 +374,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -385,7 +385,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -400,7 +400,7 @@
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"logprobs": null
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}
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],
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"created": 1756921364,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -411,7 +411,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -426,7 +426,7 @@
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"logprobs": null
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}
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],
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"created": 1756921365,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -437,7 +437,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -452,7 +452,7 @@
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"logprobs": null
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}
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],
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"created": 1756921365,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -463,7 +463,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -478,7 +478,7 @@
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"logprobs": null
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}
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],
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"created": 1756921365,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -489,7 +489,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"id": "chatcmpl-256",
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"choices": [
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{
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"delta": {
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@ -504,7 +504,7 @@
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"logprobs": null
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}
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],
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"created": 1756921365,
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"created": 1759351472,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
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@ -515,683 +515,7 @@
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-923",
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"choices": [
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{
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"delta": {
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@ -16,23 +16,23 @@
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|
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|
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|
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"text": "blue.\n\nI completed the sentence with \"blue\" because it is a common completion used to complete the traditional nursery rhyme, which ends with:\n\nRoses are red,\nViolets are blue.\n\nThe complete rhyme is often remembered and recited as follows:\n\nRoses are red,\nViolets are blue,\nSugar is sweet,\nAnd so are you!"
|
||||
"text": "Blue.\n\nMy response is \"blue\" because it completes a classic English nursery rhyme:\n\nRoses are red,\nViolets are blue,\nSugar is sweet,\nAnd so are you.\n\nIn this context, the traditional completion of the sentence uses the word \"blue\". However, if I were to choose my own alternative completion, I might opt for a whimsical or unconventional option."
|
||||
}
|
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|
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|
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|
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|
||||
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|
||||
"usage": {
|
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|
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|
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|
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|
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|
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|
||||
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|
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}
|
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|
|
|
|||
|
|
@ -21,7 +21,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
|
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"delta": {
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|
|
@ -36,7 +36,7 @@
|
|||
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|
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}
|
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|
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|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -47,7 +47,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
|
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"delta": {
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|
|
@ -62,7 +62,7 @@
|
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|
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}
|
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],
|
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|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -73,7 +73,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
|
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"delta": {
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|
|
@ -88,7 +88,7 @@
|
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|
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}
|
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|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -99,7 +99,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
|
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
|
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"delta": {
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|
|
@ -114,7 +114,7 @@
|
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"logprobs": null
|
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}
|
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],
|
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"created": 1756921359,
|
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"created": 1759351467,
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -125,7 +125,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -140,7 +140,7 @@
|
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"logprobs": null
|
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}
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"created": 1756921359,
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -151,7 +151,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -166,7 +166,7 @@
|
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"logprobs": null
|
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}
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],
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"created": 1756921359,
|
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"created": 1759351467,
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -177,7 +177,7 @@
|
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{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -192,7 +192,7 @@
|
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"logprobs": null
|
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}
|
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],
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"created": 1756921359,
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -203,7 +203,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
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{
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"delta": {
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|
|
@ -218,7 +218,7 @@
|
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"logprobs": null
|
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}
|
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],
|
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"created": 1756921359,
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"created": 1759351467,
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|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -229,7 +229,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
|
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
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{
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"delta": {
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|
|
@ -244,7 +244,7 @@
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"logprobs": null
|
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}
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],
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"created": 1756921359,
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -255,7 +255,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
|
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -270,7 +270,7 @@
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"logprobs": null
|
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}
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],
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"created": 1756921359,
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -281,7 +281,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
|
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"delta": {
|
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|
|
@ -296,7 +296,7 @@
|
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"logprobs": null
|
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}
|
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],
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"created": 1756921359,
|
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -307,7 +307,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
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{
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"delta": {
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|
|
@ -322,7 +322,7 @@
|
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"logprobs": null
|
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}
|
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],
|
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"created": 1756921359,
|
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"created": 1759351467,
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -333,7 +333,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
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{
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"delta": {
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|
|
@ -348,7 +348,7 @@
|
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"logprobs": null
|
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}
|
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],
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"created": 1756921359,
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"created": 1759351467,
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -359,7 +359,7 @@
|
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{
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -374,7 +374,7 @@
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}
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"created": 1756921359,
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -385,7 +385,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -400,7 +400,7 @@
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"logprobs": null
|
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}
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],
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"created": 1756921359,
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
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"service_tier": null,
|
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|
|
@ -411,7 +411,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
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"choices": [
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{
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"delta": {
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|
|
@ -426,7 +426,7 @@
|
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"logprobs": null
|
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}
|
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],
|
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"created": 1756921359,
|
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"created": 1759351467,
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|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -437,7 +437,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
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{
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"delta": {
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|
|
@ -452,7 +452,7 @@
|
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"logprobs": null
|
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}
|
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],
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"created": 1756921359,
|
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -463,7 +463,7 @@
|
|||
{
|
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"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
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"id": "chatcmpl-177",
|
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"choices": [
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{
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"delta": {
|
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|
|
@ -478,7 +478,7 @@
|
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"logprobs": null
|
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}
|
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],
|
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"created": 1756921359,
|
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"created": 1759351467,
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -489,7 +489,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
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"id": "chatcmpl-698",
|
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
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"delta": {
|
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|
|
@ -504,7 +504,7 @@
|
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"logprobs": null
|
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}
|
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],
|
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"created": 1756921359,
|
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"created": 1759351467,
|
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -515,7 +515,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
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"__data__": {
|
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"id": "chatcmpl-698",
|
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"id": "chatcmpl-177",
|
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"choices": [
|
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{
|
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"delta": {
|
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|
|
@ -530,7 +530,7 @@
|
|||
"logprobs": null
|
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}
|
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],
|
||||
"created": 1756921360,
|
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"created": 1759351467,
|
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -541,7 +541,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
|
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"id": "chatcmpl-177",
|
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"choices": [
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{
|
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"delta": {
|
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|
|
@ -556,7 +556,7 @@
|
|||
"logprobs": null
|
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}
|
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],
|
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"created": 1756921360,
|
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"created": 1759351467,
|
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -567,7 +567,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
|
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"id": "chatcmpl-177",
|
||||
"choices": [
|
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{
|
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"delta": {
|
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|
|
@ -582,7 +582,7 @@
|
|||
"logprobs": null
|
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}
|
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],
|
||||
"created": 1756921360,
|
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"created": 1759351467,
|
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"model": "llama3.2:3b-instruct-fp16",
|
||||
"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -593,7 +593,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
|
||||
"id": "chatcmpl-177",
|
||||
"choices": [
|
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{
|
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"delta": {
|
||||
|
|
@ -608,7 +608,7 @@
|
|||
"logprobs": null
|
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}
|
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],
|
||||
"created": 1756921360,
|
||||
"created": 1759351467,
|
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"model": "llama3.2:3b-instruct-fp16",
|
||||
"object": "chat.completion.chunk",
|
||||
"service_tier": null,
|
||||
|
|
@ -619,7 +619,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
|
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"id": "chatcmpl-698",
|
||||
"id": "chatcmpl-177",
|
||||
"choices": [
|
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{
|
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"delta": {
|
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|
|
@ -634,7 +634,7 @@
|
|||
"logprobs": null
|
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}
|
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],
|
||||
"created": 1756921360,
|
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"created": 1759351467,
|
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"model": "llama3.2:3b-instruct-fp16",
|
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"object": "chat.completion.chunk",
|
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"service_tier": null,
|
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|
|
@ -645,7 +645,7 @@
|
|||
{
|
||||
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
|
||||
"__data__": {
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File diff suppressed because it is too large
Load diff
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@ -20,7 +20,7 @@
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-0.025786474,
|
||||
-0.080303885,
|
||||
-0.09164947,
|
||||
0.031999,
|
||||
0.00584884,
|
||||
0.11464121,
|
||||
0.023377793,
|
||||
-0.06902527,
|
||||
-0.055941124,
|
||||
-0.05787791,
|
||||
0.014640494,
|
||||
0.080320895,
|
||||
0.0037027278,
|
||||
-0.030824674,
|
||||
0.024432683,
|
||||
0.008549355,
|
||||
-0.05291309,
|
||||
-0.06636625,
|
||||
0.0007468212,
|
||||
-0.02379191,
|
||||
0.030766092,
|
||||
0.054053318,
|
||||
-0.0027251292,
|
||||
-0.09928475,
|
||||
-0.0150488615,
|
||||
0.016240431,
|
||||
-0.0015727071,
|
||||
0.01190173,
|
||||
0.007895162,
|
||||
0.04894733,
|
||||
0.00487708,
|
||||
0.08263861,
|
||||
-0.014527478,
|
||||
-0.043879665,
|
||||
0.004633697,
|
||||
0.024611989,
|
||||
0.023827499,
|
||||
0.02366802,
|
||||
0.050754935,
|
||||
-0.051841788,
|
||||
0.0212632,
|
||||
-0.0034418616,
|
||||
-0.021175656,
|
||||
0.020591663,
|
||||
-0.06475325,
|
||||
0.0542002,
|
||||
0.027792262,
|
||||
-0.05295982,
|
||||
0.01509645,
|
||||
-0.11977527,
|
||||
-0.03416359,
|
||||
-0.012206606,
|
||||
0.047451705,
|
||||
0.020876253,
|
||||
-0.026368074,
|
||||
0.01502373,
|
||||
0.033982284,
|
||||
0.059788153,
|
||||
-0.052526973,
|
||||
0.03356499,
|
||||
0.061180886,
|
||||
0.096336305,
|
||||
0.116353564,
|
||||
-0.016122948
|
||||
],
|
||||
"index": 0,
|
||||
"object": "embedding"
|
||||
|
|
|
|||
|
|
@ -12,13 +12,31 @@
|
|||
"__type__": "ollama._types.ProcessResponse",
|
||||
"__data__": {
|
||||
"models": [
|
||||
{
|
||||
"model": "llama3.2:3b",
|
||||
"name": "llama3.2:3b",
|
||||
"digest": "a80c4f17acd55265feec403c7aef86be0c25983ab279d83f3bcd3abbcb5b8b72",
|
||||
"expires_at": "2025-10-01T14:42:00.149364-07:00",
|
||||
"size": 3367856128,
|
||||
"size_vram": 3367856128,
|
||||
"details": {
|
||||
"parent_model": "",
|
||||
"format": "gguf",
|
||||
"family": "llama",
|
||||
"families": [
|
||||
"llama"
|
||||
],
|
||||
"parameter_size": "3.2B",
|
||||
"quantization_level": "Q4_K_M"
|
||||
}
|
||||
},
|
||||
{
|
||||
"model": "llama3.2:3b-instruct-fp16",
|
||||
"name": "llama3.2:3b-instruct-fp16",
|
||||
"digest": "195a8c01d91ec3cb1e0aad4624a51f2602c51fa7d96110f8ab5a20c84081804d",
|
||||
"expires_at": "2025-09-30T14:29:52.682809-07:00",
|
||||
"size": 8581748736,
|
||||
"size_vram": 8581748736,
|
||||
"expires_at": "2025-10-01T13:49:34.349274-07:00",
|
||||
"size": 7919570944,
|
||||
"size_vram": 7919570944,
|
||||
"details": {
|
||||
"parent_model": "",
|
||||
"format": "gguf",
|
||||
|
|
@ -28,8 +46,25 @@
|
|||
],
|
||||
"parameter_size": "3.2B",
|
||||
"quantization_level": "F16"
|
||||
},
|
||||
"context_length": null
|
||||
}
|
||||
},
|
||||
{
|
||||
"model": "all-minilm:l6-v2",
|
||||
"name": "all-minilm:l6-v2",
|
||||
"digest": "1b226e2802dbb772b5fc32a58f103ca1804ef7501331012de126ab22f67475ef",
|
||||
"expires_at": "2025-10-01T13:49:25.407653-07:00",
|
||||
"size": 585846784,
|
||||
"size_vram": 585846784,
|
||||
"details": {
|
||||
"parent_model": "",
|
||||
"format": "gguf",
|
||||
"family": "bert",
|
||||
"families": [
|
||||
"bert"
|
||||
],
|
||||
"parameter_size": "23M",
|
||||
"quantization_level": "F16"
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
|
|
|
|||
|
|
@ -20,14 +20,14 @@
|
|||
"body": {
|
||||
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
|
||||
"__data__": {
|
||||
"id": "chatcmpl-957",
|
||||
"id": "chatcmpl-875",
|
||||
"choices": [
|
||||
{
|
||||
"finish_reason": "stop",
|
||||
"index": 0,
|
||||
"logprobs": null,
|
||||
"message": {
|
||||
"content": "Humans live on Earth. It's a terrestrial planet in the Solar System, located in the outer reaches of the Sun's gravitational pull.",
|
||||
"content": "Humans live on Earth.",
|
||||
"refusal": null,
|
||||
"role": "assistant",
|
||||
"annotations": null,
|
||||
|
|
@ -37,15 +37,15 @@
|
|||
}
|
||||
}
|
||||
],
|
||||
"created": 1756921355,
|
||||
"created": 1759351466,
|
||||
"model": "llama3.2:3b-instruct-fp16",
|
||||
"object": "chat.completion",
|
||||
"service_tier": null,
|
||||
"system_fingerprint": "fp_ollama",
|
||||
"usage": {
|
||||
"completion_tokens": 28,
|
||||
"completion_tokens": 6,
|
||||
"prompt_tokens": 32,
|
||||
"total_tokens": 60,
|
||||
"total_tokens": 38,
|
||||
"completion_tokens_details": null,
|
||||
"prompt_tokens_details": null
|
||||
}
|
||||
|
|
|
|||
|
|
@ -38,7 +38,7 @@
|
|||
"body": {
|
||||
"__type__": "openai.types.chat.chat_completion.ChatCompletion",
|
||||
"__data__": {
|
||||
"id": "chatcmpl-10",
|
||||
"id": "chatcmpl-958",
|
||||
"choices": [
|
||||
{
|
||||
"finish_reason": "tool_calls",
|
||||
|
|
@ -53,7 +53,7 @@
|
|||
"function_call": null,
|
||||
"tool_calls": [
|
||||
{
|
||||
"id": "call_7cm57k1b",
|
||||
"id": "call_wc359mqt",
|
||||
"function": {
|
||||
"arguments": "{\"city\":\"Tokyo\"}",
|
||||
"name": "get_weather"
|
||||
|
|
@ -65,15 +65,15 @@
|
|||
}
|
||||
}
|
||||
],
|
||||
"created": 1756921368,
|
||||
"created": 1759351475,
|
||||
"model": "llama3.2:3b-instruct-fp16",
|
||||
"object": "chat.completion",
|
||||
"service_tier": null,
|
||||
"system_fingerprint": "fp_ollama",
|
||||
"usage": {
|
||||
"completion_tokens": 18,
|
||||
"completion_tokens": 14,
|
||||
"prompt_tokens": 177,
|
||||
"total_tokens": 195,
|
||||
"total_tokens": 191,
|
||||
"completion_tokens_details": null,
|
||||
"prompt_tokens_details": null
|
||||
}
|
||||
|
|
|
|||
|
|
@ -129,12 +129,12 @@ class TestMCPSchemaPreservation:
|
|||
}
|
||||
|
||||
# List runtime tools
|
||||
response = llama_stack_client.tool_runtime.list_runtime_tools(
|
||||
response = llama_stack_client.tool_runtime.list_tools(
|
||||
tool_group_id=test_toolgroup_id,
|
||||
extra_headers=auth_headers,
|
||||
)
|
||||
|
||||
tools = response.data
|
||||
tools = response
|
||||
assert len(tools) > 0
|
||||
|
||||
# Check each tool has input_schema
|
||||
|
|
@ -166,20 +166,19 @@ class TestMCPSchemaPreservation:
|
|||
provider_id="model-context-protocol",
|
||||
mcp_endpoint=dict(uri=uri),
|
||||
)
|
||||
|
||||
provider_data = {"mcp_headers": {uri: {"Authorization": f"Bearer {AUTH_TOKEN}"}}}
|
||||
auth_headers = {
|
||||
"X-LlamaStack-Provider-Data": json.dumps(provider_data),
|
||||
}
|
||||
|
||||
# List tools
|
||||
response = llama_stack_client.tool_runtime.list_runtime_tools(
|
||||
response = llama_stack_client.tool_runtime.list_tools(
|
||||
tool_group_id=test_toolgroup_id,
|
||||
extra_headers=auth_headers,
|
||||
)
|
||||
|
||||
# Find book_flight tool (which should have $ref/$defs)
|
||||
book_flight_tool = next((t for t in response.data if t.name == "book_flight"), None)
|
||||
book_flight_tool = next((t for t in response if t.name == "book_flight"), None)
|
||||
|
||||
if book_flight_tool and book_flight_tool.input_schema:
|
||||
# If the MCP server provides $defs, they should be preserved
|
||||
|
|
@ -222,13 +221,13 @@ class TestMCPSchemaPreservation:
|
|||
"X-LlamaStack-Provider-Data": json.dumps(provider_data),
|
||||
}
|
||||
|
||||
response = llama_stack_client.tool_runtime.list_runtime_tools(
|
||||
response = llama_stack_client.tool_runtime.list_tools(
|
||||
tool_group_id=test_toolgroup_id,
|
||||
extra_headers=auth_headers,
|
||||
)
|
||||
|
||||
# Find get_weather tool
|
||||
weather_tool = next((t for t in response.data if t.name == "get_weather"), None)
|
||||
weather_tool = next((t for t in response if t.name == "get_weather"), None)
|
||||
|
||||
if weather_tool:
|
||||
# Check if output_schema field exists and is preserved
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue