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Why: Ensuring consistent use of single or double quotes for string literals improves code readability and maintainability. This suggestion correctly identifies and addresses the inconsistency in the use of quotes.
8
Reorder dictionary keys to improve the logical grouping and readability
Ensure that the dictionary keys are sorted or grouped logically to enhance readability and maintainability of the model configuration.
Why: Reordering dictionary keys for better logical grouping and readability is a good practice for maintainability. This suggestion correctly identifies an improvement in the code structure.
7
Performance
Adjust memory allocation values for consistency and potential performance improvement
Consider using a more consistent and possibly higher memory allocation for 'watsonx/ibm/granite-13b-chat-v2' and 'watsonx/ibm/granite-34b-code-instruct' to align with other models of similar scale.
Why: While the suggestion to adjust memory allocation values for consistency is valid, the proposed change from 8191 to 8192 is minimal and may not significantly impact performance. The suggestion is correct but not crucial.
5
Possible issue
Review and potentially adjust the memory allocation for 'watsonx/mistralai/mistral-large'
Verify the memory allocation for 'watsonx/mistralai/mistral-large' to ensure it aligns with the expected requirements, as it significantly differs from other models.
Why: The suggestion to verify the memory allocation for 'watsonx/mistralai/mistral-large' is reasonable, but the proposed change to 65536 is arbitrary without further context or justification. It raises a valid point but lacks concrete evidence.
Adjust the value to maintain consistency and optimize memory usage
Ensure consistent data types for dictionary values. The value for the key "watsonx/ibm/granite-13b-chat-v2" is 8191, which might be a typo or an inconsistency, as similar entries use powers of 2. Consider changing it to 8192 for consistency and potential optimization in memory alignment.
Why: The suggestion addresses a potential typo and ensures consistency in the data, which can help in optimizing memory alignment.
9
Review and potentially justify the memory allocation values for new entries
Verify the memory allocation values for consistency and correctness. The values for new keys are significantly lower compared to existing ones. If the lower values are intentional, consider adding a comment to explain the reason, ensuring maintainability and understanding.
-"watsonx/meta-llama/llama-3-8b-instruct": 4096,-"watsonx/meta-llama/llama-3-70b-instruct": 4096,-"watsonx/meta-llama/llama-3-405b-instruct": 16384,+"watsonx/meta-llama/llama-3-8b-instruct": 4096, # Confirm if lower memory is sufficient+"watsonx/meta-llama/llama-3-70b-instruct": 4096, # Confirm if lower memory is sufficient+"watsonx/meta-llama/llama-3-405b-instruct": 16384, # Confirm if lower memory is sufficient
Suggestion importance[1-10]: 8
Why: The suggestion highlights a potential discrepancy in memory allocation values and encourages adding comments for clarity, which is important for maintainability and understanding.
8
Maintainability
Standardize the use of quotation marks for dictionary keys
Use consistent quotation marks for dictionary keys to maintain code style and readability. The keys are mixed between single and double quotes. It's recommended to choose one style and apply it consistently.
Why: The suggestion improves code readability and maintainability by enforcing a consistent style, although it does not impact functionality.
7
Best practice
Ensure consistent naming conventions in dictionary keys
Consider using a consistent naming convention for dictionary keys. The key "watsonx/mistralai/mistral-large" differs in pattern from other keys which include model specifications like '8b', '70b'. If applicable, add the specification to maintain uniformity.
-"watsonx/mistralai/mistral-large": 32768,+"watsonx/mistralai/mistral-large-XXb": 32768, # Replace XX with the appropriate specification
Suggestion importance[1-10]: 6
Why: The suggestion promotes uniformity in naming conventions, which can enhance readability and maintainability, but it requires additional context to determine the appropriate specification.
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PR Type
enhancement
Description
watsonx
models to the token limit dictionary in__init__.py
.meta-llama
,ibm/granite
, andmistralai
with their respective token limits.Changes walkthrough 📝
__init__.py
Add new `watsonx` models to token limit dictionary
pr_agent/algo/init.py
watsonx
models with specific token limits.