[Model] add openai compatible API interface #546
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- Adjust API client initialization for OpenAI and Azure. - Modify image encoding to handle size limits and maintain aspect ratio. - Add new `OpenAICompatible` model class. - Introduce retry mechanism for API requests with configurable retries. - Update `.gitignore` to exclude `.env` and `scripts/`. .gitignore: - Exclude `.env` file for security. - Ensure no scripts directory is tracked. lmms_eval/models/gpt4v.py: - Refactor API client initialization to use new OpenAI and Azure clients. - Update image encoding to handle size limits with resizing logic. - Adjust retry logic for API calls, reducing sleep time. lmms_eval/models/openai_compatible.py: - Create new `OpenAICompatible` model class with similar structure. - Implement encoding functions for images and videos. - Integrate environment variable loading and persistent response caching. miscs/model_dryruns/openai_compatible.sh: - Add sample script for running the new model.
- Remove unused import for deepcopy in `openai_compatible.py`. - Add a blank line for better separation of code sections. - Adjust comment formatting for `max_size_in_mb` for consistency. - Ensure consistent spacing around comments. File: `lmms_eval/models/openai_compatible.py` - Removed `deepcopy` import: cleaned up unnecessary code. - Added blank line after `load_dotenv`: improved readability. - Reformatted comment on `max_size_in_mb`: enhanced clarity. - Removed extra blank line before `Accelerator`: tightened spacing.
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Update API usage and add environment configuration
OpenAICompatiblemodel class to support more variants models as long as they support openai format API..gitignoreto exclude.envandscripts/..gitignore:
.envfile for security.lmms_eval/models/gpt4v.py: