Arxiv:1910.09700 Adapter Base model:adapter:codellama/c... Base model:codellama/codellama... Codegen Dataset:xfordanita/code-summar... Finetuned Llama Lora Peft Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/samxr/Llama_code-7b
Llama Code 7B Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Llama Code 7B Parameters and Internals
| Training Details |
|
| LLM Name | Llama Code 7B |
| Repository 🤗 | https://huggingface.co/samxr/Llama_code-7b |
| Base Model(s) | |
| Model Size | 7b |
| Required VRAM | 13.5 GB |
| Updated | 2024-12-22 |
| Maintainer | samxr |
| Model Files | |
| Generates Code | Yes |
| Model Architecture | Adapter |
| Is Biased | none |
| Tokenizer Class | CodeLlamaTokenizer |
| Padding Token | </s> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | v_proj|q_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0.1 |
| R Param | 64 |
Best Alternatives to Llama Code 7B
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Code Llama 7B Chatbot | 0K / 1.1 GB | 6 | 0 |
| ...10 2024 06 23 10 41 40 3558636 | 0K / 0.6 GB | 6 | 0 |
| Codellama2 Finetuned Nl2bash | 0K / 0 GB | 3 | 1 |
| Tsql To Plsql | 0K / 0.4 GB | 5 | 0 |
| Second Sql Converter Model | 0K / 0 GB | 8 | 0 |
| EvilCodeLlama 7B | 0K / 10.8 GB | 3 | 1 |
| Code Llama 7B Text To Sql | 0K / 1.8 GB | 2 | 4 |
| Codellama 7b DolphinCoder | 0K / 0.1 GB | 10 | 1 |
| Cria Llama2 7B V1.3 Peft | 0K / 0.1 GB | 5 | 0 |
| MergeLlama 7B | 0K / 13.6 GB | 7 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than samxr/Llama_code-7b .
Rank the Llama Code 7B Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217