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Stack Codellama 7B Inst by tyson0420

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  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: 0.21606
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Stack Codellama 7B Inst Parameters and Internals

Model Type 
causal
Supported Languages 
en (proficient)
Training Details 
Data Sources:
tyson0420/stackexchange-4dpo-filby-clang-keywords
Context Length:
512
LLM NameStack Codellama 7B Inst
Repository 🤗https://huggingface.co/tyson0420/stack_codellama-7b-inst 
Model Size7b
Required VRAM13.5 GB
Updated2024-11-21
Maintainertyson0420
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensebigscience-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.37.2
Tokenizer ClassCodeLlamaTokenizer
Vocabulary Size32016
Torch Data Typebfloat16
Stack Codellama 7B Inst (tyson0420/stack_codellama-7b-inst)

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Note: green Score (e.g. "73.2") means that the model is better than tyson0420/stack_codellama-7b-inst.

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Release v20241110
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