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Stablecode Instruct Alpha 3B by stabilityai

 »  All LLMs  »  stabilityai  »  Stablecode Instruct Alpha 3B   URL Share it on

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  Arxiv:2104.09864   Autotrain compatible   Code   Codegen   Endpoints compatible   Gpt neox   Instruct   Model-index   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/stabilityai/stablecode-instruct-alpha-3b 

Stablecode Instruct Alpha 3B Benchmarks

LLME Score: 0.15821
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablecode Instruct Alpha 3B (stabilityai/stablecode-instruct-alpha-3b)

Stablecode Instruct Alpha 3B Parameters and Internals

Model Type 
text-generation, instruction-tuned
Use Cases 
Areas:
Research
Primary Use Cases:
Generating new code completions
Limitations:
Model may not be used to create unlawful content or engage in high-risk activities
Additional Notes 
Contact for questions: lm@stability.ai
Supported Languages 
programming (Code)
Training Details 
Methodology:
Instruction finetuned version with code instruction datasets
Context Length:
4096
Model Architecture:
Transformer decoder architecture with Parallel Attention and MLP residuals, LayerNorm biases, rotary position embeddings.
LLM NameStablecode Instruct Alpha 3B
Repository 🤗https://huggingface.co/stabilityai/stablecode-instruct-alpha-3b 
Model Size3b
Required VRAM6.1 GB
Updated2024-12-22
Maintainerstabilityai
Model Typegpt_neox
Instruction-BasedYes
Model Files  6.1 GB   6.1 GB   0.0 GB
Gated ModelYes
Generates CodeYes
Model ArchitectureGPTNeoXForCausalLM
Licenseproprietary
Context Length4096
Model Max Length4096
Transformers Version4.30.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size49152
Torch Data Typebfloat16

Quantized Models of the Stablecode Instruct Alpha 3B

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...blecode Instruct Alpha 3B GGML43121 GB
...blecode Instruct Alpha 3B GPTQ17251 GB

Best Alternatives to Stablecode Instruct Alpha 3B

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Rank the Stablecode Instruct Alpha 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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