From a6e7485fe10da73598adcd899fe3384c8a835232 Mon Sep 17 00:00:00 2001 From: Ishaan Jaff Date: Mon, 13 Nov 2023 14:29:35 -0800 Subject: [PATCH] Update readme.md --- cookbook/benchmark/readme.md | 67 ++++++++++++++++++++++++++++++++++++ 1 file changed, 67 insertions(+) diff --git a/cookbook/benchmark/readme.md b/cookbook/benchmark/readme.md index 189d029642..ffaed3527a 100644 --- a/cookbook/benchmark/readme.md +++ b/cookbook/benchmark/readme.md @@ -5,6 +5,73 @@

Benchmark LLMs response, cost and response time

+| Model | Provider | Cost (Decimal) | +| --- | --- | --- | +| openrouter/mistralai/mistral-7b-instruct | openrouter | 0.0 | +| ollama/llama2 | ollama | 0.0 | +| ollama/llama2:13b | ollama | 0.0 | +| ollama/llama2:70b | ollama | 0.0 | +| ollama/llama2-uncensored | ollama | 0.0 | +| ollama/mistral | ollama | 0.0 | +| ollama/codellama | ollama | 0.0 | +| ollama/orca-mini | ollama | 0.0 | +| ollama/vicuna | ollama | 0.0 | +| perplexity/codellama-34b-instruct | perplexity | 0.0 | +| perplexity/llama-2-13b-chat | perplexity | 0.0 | +| perplexity/llama-2-70b-chat | perplexity | 0.0 | +| perplexity/mistral-7b-instruct | perplexity | 0.0 | +| perplexity/replit-code-v1.5-3b | perplexity | 0.0 | +| text-bison | vertex_ai-text-models | 0.00000025 | +| text-bison@001 | vertex_ai-text-models | 0.00000025 | +| chat-bison | vertex_ai-chat-models | 0.00000025 | +| chat-bison@001 | vertex_ai-chat-models | 0.00000025 | +| chat-bison-32k | vertex_ai-chat-models | 0.00000025 | +| code-bison | vertex_ai-code-text-models | 0.00000025 | +| code-bison@001 | vertex_ai-code-text-models | 0.00000025 | +| code-gecko@001 | vertex_ai-chat-models | 0.00000025 | +| code-gecko@latest | vertex_ai-chat-models | 0.00000025 | +| codechat-bison | vertex_ai-code-chat-models | 0.00000025 | +| codechat-bison@001 | vertex_ai-code-chat-models | 0.00000025 | +| codechat-bison-32k | vertex_ai-code-chat-models | 0.00000025 | +| palm/chat-bison | palm | 0.00000025 | +| palm/chat-bison-001 | palm | 0.00000025 | +| palm/text-bison | palm | 0.00000025 | +| palm/text-bison-001 | palm | 0.00000025 | +| palm/text-bison-safety-off | palm | 0.00000025 | +| palm/text-bison-safety-recitation-off | palm | 0.00000025 | +| anyscale/meta-llama/Llama-2-7b-chat-hf | anyscale | 0.0000003 | +| anyscale/mistralai/Mistral-7B-Instruct-v0.1 | anyscale | 0.0000003 | +| openrouter/meta-llama/llama-2-13b-chat | openrouter | 0.0000004 | +| openrouter/nousresearch/nous-hermes-llama2-13b | openrouter | 0.0000004 | +| deepinfra/meta-llama/Llama-2-7b-chat-hf | deepinfra | 0.0000004 | +| deepinfra/mistralai/Mistral-7B-Instruct-v0.1 | deepinfra | 0.0000004 | +| anyscale/meta-llama/Llama-2-13b-chat-hf | anyscale | 0.0000005 | +| amazon.titan-text-lite-v1 | bedrock | 0.0000007 | +| deepinfra/meta-llama/Llama-2-13b-chat-hf | deepinfra | 0.0000007 | +| text-babbage-001 | text-completion-openai | 0.0000008 | +| text-ada-001 | text-completion-openai | 0.0000008 | +| babbage-002 | text-completion-openai | 0.0000008 | +| openrouter/google/palm-2-chat-bison | openrouter | 0.000001 | +| openrouter/google/palm-2-codechat-bison | openrouter | 0.000001 | +| openrouter/meta-llama/codellama-34b-instruct | openrouter | 0.000001 | +| deepinfra/codellama/CodeLlama-34b-Instruct-hf | deepinfra | 0.0000012 | +| deepinfra/meta-llama/Llama-2-70b-chat-hf | deepinfra | 0.0000016499999999999999 | +| deepinfra/jondurbin/airoboros-l2-70b-gpt4-1.4.1 | deepinfra | 0.0000016499999999999999 | +| anyscale/meta-llama/Llama-2-70b-chat-hf | anyscale | 0.000002 | +| anyscale/codellama/CodeLlama-34b-Instruct-hf | anyscale | 0.000002 | +| gpt-3.5-turbo-1106 | openai | 0.000003 | +| openrouter/meta-llama/llama-2-70b-chat | openrouter | 0.000003 | +| amazon.titan-text-express-v1 | bedrock | 0.000003 | +| gpt-3.5-turbo | openai | 0.0000035 | +| gpt-3.5-turbo-0301 | openai | 0.0000035 | +| gpt-3.5-turbo-0613 | openai | 0.0000035 | +| gpt-3.5-turbo-instruct | text-completion-openai | 0.0000035 | +| openrouter/openai/gpt-3.5-turbo | openrouter | 0.0000035 | +| cohere.command-text-v14 | bedrock | 0.0000035 | +| openrouter/gryphe/mythomax-l2-13b | openrouter | 0.00000375 | +| openrouter/undi95/remm-slerp-l2-13b | openrouter | 0.00000375 | +| openrouter/pygmalionai/mythalion-13b | openrouter | 0.00000375 | + ## Setup: