Hugging Face Overview
Overview
The bunsenfeng/parti_3_full model is a large language model with 7.6 billion parameters, notable for its extensive context window of 131,072 tokens. This model card indicates that it is an automatically generated Hugging Face Transformers model.
Key Characteristics
- Parameter Count: 7.6 billion parameters.
- Context Length: Supports a very long context of 131,072 tokens, which is significantly larger than many comparable models.
Information Needed
Currently, the model card lacks specific details regarding:
- Model Type & Architecture: The underlying architecture and specific model family are not specified.
- Developer & Funding: Information about who developed and funded the model is marked as "More Information Needed."
- Training Data & Procedure: Details on the datasets used for training, preprocessing steps, and hyperparameters are not provided.
- Evaluation & Benchmarks: There are no reported evaluation results, metrics, or testing data.
- Intended Use Cases: Direct and downstream use cases, as well as out-of-scope uses, are not defined.
- Bias, Risks, and Limitations: Specific biases, risks, or technical limitations are not detailed, beyond a general recommendation for users to be aware of them.
Recommendations
Due to the lack of detailed information, it is difficult to ascertain the model's specific strengths, weaknesses, or optimal applications. Users should exercise caution and conduct thorough independent evaluations before deploying this model for any critical tasks. Further updates to the model card are required to provide a comprehensive understanding of its capabilities and appropriate usage.