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Stable Code 3B GPTQ by TechxGenus

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  6   
  Arxiv:1910.02054   Arxiv:2104.09864   Arxiv:2204.06745   Arxiv:2305.06161   Arxiv:2307.09288   Arxiv:2309.12284   Arxiv:2310.10631   4-bit   Autotrain compatible   Code   Dataset:bigcode/commitpackft   Dataset:bigcode/starcoderdata Dataset:bigcode/the-stack-gith... Dataset:eleutherai/proof-pile-...   Dataset:meta-math/metamathqa Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Gptq   Model-index   Quantized   Region:us   Safetensors   Stablelm

Stable Code 3B GPTQ Benchmarks

LLME Score: 0.20625
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Stable Code 3B GPTQ Parameters and Internals

LLM NameStable Code 3B GPTQ
Repository 🤗https://huggingface.co/TechxGenus/stable-code-3b-GPTQ 
Model Size3b
Required VRAM1.8 GB
Updated2024-09-20
MaintainerTechxGenus
Model Typestablelm
Model Files  1.8 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureStableLmForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.39.3
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typefloat16
Stable Code 3B GPTQ (TechxGenus/stable-code-3b-GPTQ)

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Stablelm 3B 4e1t4K / 5.6 GB115620306
Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/stable-code-3b-GPTQ.

Rank the Stable Code 3B GPTQ 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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