Stable Code 3B by stabilityai

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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   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   Gguf   License:other   Model-index   Q5   Quantized   Region:us   Safetensors   Sharded   Stablelm   Tensorflow

Stable Code 3B Benchmarks

Rank the Stable Code 3B 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  
Stable Code 3B (stabilityai/stable-code-3b)

Quantized Models of the Stable Code 3B

Stable Code 3B GGUF259231 GB
Stable Code 3B GPTQ12661 GB

Best Alternatives to Stable Code 3B

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HF Rank
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Stable Code Instruct 3B 4bit16K / 1.8 GB1445
Stable Code 3B 4bit16K / 1.8 GB11
Stable Code Instruct 3B AWQ16K / 1.8 GB70
Tuned CodeGen16K / 5.6 GB280
...t 3B Mix Spider Bird 700 Steps16K / 5.6 GB180
...ix Spider Bird Curriculum 120016K / 5.6 GB110
...t 3B Mix Spider Bird 200 Steps16K / 5.6 GB110

Stable Code 3B Parameters and Internals

LLM NameStable Code 3B
RepositoryOpen on ๐Ÿค— 
Model Size3b
Required VRAM5.6 GB
Model Typestablelm
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2   2.0 GB   2.3 GB   5.6 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q5|q5_k
Model ArchitectureStableLmForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.38.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50304
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801