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Starcoder2 7B AWQ by TechxGenus

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  Arxiv:2004.05150   Arxiv:2205.14135   Arxiv:2207.14255   Arxiv:2305.13245   4-bit   Autotrain compatible   Awq   Code Dataset:bigcode/the-stack-v2-t...   Endpoints compatible   Model-index   Quantized   Region:us   Safetensors   Starcoder2

Starcoder2 7B AWQ Benchmarks

ARC: 38.31 vs 96.7 (so35)-60.4%
HellaSwag: 51.91 vs 95.3 (gpt4)-45.5%
MMLU: 41.21 vs 88.3 (so35)-53.3%
TruthfulQA: 41.99 vs 59 (gpt4)-28.8%
WinoGrande: 59.19 vs 87.5 (gpt4)-32.4%
GSM8K: 25.09 vs 96.4 (so35)-74%
HumanEvalA: 26.1
Python Eva: 34.09 vs 92 (so35)-62.9%
Java Eval: 29.42
Javascript: 35.35
CPP Eval: 33.63
PHP Eval: 30.58
Julia Eval: 20.42
D Eval: 15.12
Lua Eval: 30.67
R Eval: 16.72
Racket Eva: 11.58
Rust Eval: 29.62
Swift Eval: 26.06
LLME Score: 0.24641
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starcoder2 7B AWQ Parameters and Internals

LLM NameStarcoder2 7B AWQ
Repository 🤗https://huggingface.co/TechxGenus/starcoder2-7b-AWQ 
Base Model(s)  Starcoder2 7B   bigcode/starcoder2-7b
Model Size7b
Required VRAM4.5 GB
Updated2024-09-07
MaintainerTechxGenus
Model Typestarcoder2
Model Files  4.5 GB
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.3
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat16
Activation Functiongelu
Starcoder2 7B AWQ (TechxGenus/starcoder2-7b-AWQ)

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Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/starcoder2-7b-AWQ.

Rank the Starcoder2 7B AWQ Capabilities

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Instruction Following and Task Automation  
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Release v2024072803
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