Stable Code 3B GPTQ by TheBloke

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  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 Base model:quantized:stability... Base model:stabilityai/stable-...   Code   Custom 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   Gptq   Model-index   Quantized   Region:us   Safetensors   Stablelm epoch

Stable Code 3B GPTQ Benchmarks

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 ๐Ÿค—https://huggingface.co/TheBloke/stable-code-3b-GPTQ 
Model NameStable Code 3B
Model CreatorStability AI
Base Model(s)  Stable Code 3B   stabilityai/stable-code-3b
Model Size3b
Required VRAM1.8 GB
Updated2024-09-19
MaintainerTheBloke
Model Typestablelm_epoch
Model Files  1.8 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureStableLMEpochForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.37.0.dev0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Torch Data Typebfloat16
Stable Code 3B GPTQ (TheBloke/stable-code-3b-GPTQ)

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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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803