Autotrain compatible Code Codegen Dataset:tyson0420/stackexchang... En Endpoints compatible Instruct Llama Region:us Safetensors Sharded Tensorflow
Stack Codellama 7B Inst Benchmarks
ARC: 43.52 vs 96.7 (so35)-55%
HellaSwag: 66.17 vs 95.3 (gpt4)-30.6%
MMLU: 39.59 vs 88.3 (so35)-55.2%
TruthfulQA: 39.03 vs 59 (gpt4)-33.8%
WinoGrande: 65.67 vs 87.5 (gpt4)-24.9%
GSM8K: 15.85 vs 96.4 (so35)-83.6%
LLME Score: 0.22927
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)
Stack Codellama 7B Inst Parameters and Internals
| LLM Name | Stack Codellama 7B Inst |
| Repository 🤗 | https://huggingface.co/tyson0420/stack_codellama-7b-inst |
| Model Size | 7b |
| Required VRAM | 13.5 GB |
| Updated | 2024-09-18 |
| Maintainer | tyson0420 |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Generates Code | Yes |
| Model Architecture | LlamaForCausalLM |
| License | bigscience-openrail-m |
| Context Length | 16384 |
| Model Max Length | 16384 |
| Transformers Version | 4.37.2 |
| Tokenizer Class | CodeLlamaTokenizer |
| Vocabulary Size | 32016 |
| Torch Data Type | bfloat16 |
Best Alternatives to Stack Codellama 7B Inst
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Deepseek Coder 6.7B Instruct | 16K / 13.5 GB | 91934 | 335 |
| CodeLlama 7B Instruct Hf | 16K / 13.5 GB | 54486 | 206 |
| CodeLlama 7B Instruct Hf | 16K / 13.5 GB | 10483 | 24 |
| GetCode Slerp | 16K / 13.6 GB | 673 | 1 |
| Cdlm 7 Ko Nl2sql V1.0 | 16K / 13.5 GB | 2260 | 4 |
| ...ama 7B Instruct Hf Dequantized | 16K / 13.5 GB | 197 | 0 |
| ...deLlama 7B Instruct Hf 8bits Q | 16K / 4.2 GB | 2 | 1 |
| Llama 2 7B Chat Finetune5 | 16K / 13.8 GB | 2 | 1 |
| CodeLLama SFT FILTERED | 16K / 13.5 GB | 6 | 0 |
| Glaive Coder 7B | 16K / 27 GB | 724 | 53 |
Note: green Score (e.g. "73.2") means that the model is better than tyson0420/stack_codellama-7b-inst .
Rank the Stack Codellama 7B Inst Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803