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Stablecode Completion Alpha 3B 4K by stabilityai

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  Arxiv:1910.02054   Arxiv:2104.09864   Autotrain compatible   Code   Codegen   Dataset:bigcode/starcoderdata   Endpoints compatible   Gpt neox   Model-index   Pytorch   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/stabilityai/stablecode-completion-alpha-3b-4k 

Stablecode Completion Alpha 3B 4K Benchmarks

LLME Score: 0.15759
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stablecode Completion Alpha 3B 4K (stabilityai/stablecode-completion-alpha-3b-4k)

Stablecode Completion Alpha 3B 4K Parameters and Internals

Model Type 
Auto-regressive language model, Transformer decoder architecture
Use Cases 
Primary Use Cases:
Single/multiline code completion
Limitations:
Not intended for unlawful content creation, Avoid activities with high risk of harm
Supported Languages 
Code (Proficient)
Training Details 
Data Sources:
bigcode/starcoder-data
Data Volume:
300 billion tokens
Context Length:
4096
Model Architecture:
Parallel Attention and MLP residuals with Rotary Position Embeddings, LayerNorm bias terms only.
LLM NameStablecode Completion Alpha 3B 4K
Repository 🤗https://huggingface.co/stabilityai/stablecode-completion-alpha-3b-4k 
Model Size3b
Required VRAM6.1 GB
Updated2025-02-05
Maintainerstabilityai
Model Typegpt_neox
Model Files  6.1 GB   6.1 GB
Supported Languagescode
Generates CodeYes
Model ArchitectureGPTNeoXForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.30.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size49152
Torch Data Typefloat16

Quantized Models of the Stablecode Completion Alpha 3B 4K

Model
Likes
Downloads
VRAM
...de Completion Alpha 3B 4K GGML23111 GB
...de Completion Alpha 3B 4K GPTQ9221 GB

Best Alternatives to Stablecode Completion Alpha 3B 4K

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Stablecode Completion Alpha 3B16K / 14.1 GB120116
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...blecode Instruct Alpha 3B GPTQ4K / 1.8 GB1717
...de Completion Alpha 3B 4K GPTQ4K / 1.8 GB229
...blecode Instruct Alpha 3B GPTQ4K / 1.8 GB61

Rank the Stablecode Completion Alpha 3B 4K 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 v20241227
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