diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 9830074142..4519228a34 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -10,9 +10,9 @@
 
 **Please complete all items before asking a LiteLLM maintainer to review your PR**
 
-- [ ] I have Added testing in the `tests/litellm/` directory, **Adding at least 1 test is a hard requirement** - [see details](https://docs.litellm.ai/docs/contributing#2-adding-testing-to-your-pr)
+- [ ] I have Added testing in the `tests/litellm/` directory, **Adding at least 1 test is a hard requirement** - [see details](https://docs.litellm.ai/docs/extras/contributing_code)
 - [ ] I have added a screenshot of my new test passing locally 
-- [ ] My PR passes all unit tests on `make unit-test` [https://docs.litellm.ai/docs/contributing]
+- [ ] My PR passes all unit tests on (`make unit-test`)[https://docs.litellm.ai/docs/extras/contributing_code]
 - [ ] My PR's scope is as isolated as possible, it only solves 1 specific problem
 
 
diff --git a/README.md b/README.md
index 97ccc423da..2d2f71e4d1 100644
--- a/README.md
+++ b/README.md
@@ -340,7 +340,7 @@ curl 'http://0.0.0.0:4000/key/generate' \
 
 ## Contributing
 
-Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! [See our Contribution Guide for more details](https://docs.litellm.ai/docs/contributing)
+Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! [See our Contribution Guide for more details](https://docs.litellm.ai/docs/extras/contributing_code)
 
 # Enterprise
 For companies that need better security, user management and professional support
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index b2a08544f9..2e740a3ca3 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1994,8 +1994,8 @@
         "max_tokens": 8191,
         "max_input_tokens": 32000,
         "max_output_tokens": 8191,
-        "input_cost_per_token": 0.000001,
-        "output_cost_per_token": 0.000003,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000003,
         "litellm_provider": "mistral",
         "supports_function_calling": true,
         "mode": "chat",
@@ -2006,8 +2006,8 @@
         "max_tokens": 8191,
         "max_input_tokens": 32000,
         "max_output_tokens": 8191,
-        "input_cost_per_token": 0.000001,
-        "output_cost_per_token": 0.000003,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000003,
         "litellm_provider": "mistral",
         "supports_function_calling": true,
         "mode": "chat",