CodeLlama 7B Instruct GGML is an open-source language model by TheBloke. Features: 7b LLM, VRAM: 3GB, License: llama2, Quantized, Instruction-Based, Code Generating, LLM Explorer Score: 0.1.
CodeLlama 7B Instruct GGML Parameters and Internals
Model Type
llama
Use Cases
Areas:
Commercial, Research
Limitations:
Tested only in English and relevant programming languages, Potential for inaccurate or objectionable responses
Considerations:
Use should comply with applicable laws and not violate ethical guidelines.
Additional Notes
The model is static and trained on an offline dataset. Future versions will enhance safety with community feedback.
Supported Languages
languages (English and relevant programming languages), proficiency ()
Training Details
Hardware Used:
A100-80GB GPUs
Model Architecture:
Optimized transformer architecture
Safety Evaluation
Ethical Considerations:
Code Llama and its variants are a new technology that carries risks with use. As with all LLMs, the potential outputs cannot be predicted in advance, and the model may produce inaccurate or objectionable responses to user prompts.
Responsible Ai Considerations
Mitigation Strategies:
Safety testing and tuning should be performed before deploying any applications of Code Llama.
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/CodeLlama-7B-Instruct-GGML.
Rank the CodeLlama 7B Instruct GGML Capabilities
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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation
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