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Stablecode Instruct Alpha 3B GPTQ by TheBloke

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  Arxiv:2104.09864   4-bit   Autotrain compatible Base model:quantized:stability... Base model:stabilityai/stablec...   Codegen   Gpt neox   Gptq   Instruct   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/stablecode-instruct-alpha-3b-GPTQ 

Stablecode Instruct Alpha 3B GPTQ Benchmarks

LLME Score: 0.13054
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 GPTQ (TheBloke/stablecode-instruct-alpha-3b-GPTQ)

Stablecode Instruct Alpha 3B GPTQ Parameters and Internals

Model Type 
decoder-only, auto-regressive
Use Cases 
Primary Use Cases:
Code generation
Limitations:
Not intended for unlawful content or activities with high-risk of harm
Considerations:
Use with huggingface/huggingface-vscode for code completion and attribution.
Additional Notes 
Quantized by TheBloke with various configurations for VRAM and accuracy balance.
Supported Languages 
Code (High proficiency)
Training Details 
Context Length:
4096
Model Architecture:
Parallel Attention and MLP residuals with a single input LayerNorm; Rotary Position Embeddings
Input Output 
Input Format:
Alpaca format
Accepted Modalities:
text
LLM NameStablecode Instruct Alpha 3B GPTQ
Repository 🤗https://huggingface.co/TheBloke/stablecode-instruct-alpha-3b-GPTQ 
Model NameStablecode Instruct Alpha 3B
Model CreatorStabilityAI
Base Model(s)  Stablecode Instruct Alpha 3B   stabilityai/stablecode-instruct-alpha-3b
Model Size3b
Required VRAM1.8 GB
Updated2024-12-22
MaintainerTheBloke
Model Typegpt_neox
Instruction-BasedYes
Model Files  1.8 GB
GPTQ QuantizationYes
Quantization Typegptq
Generates CodeYes
Model ArchitectureGPTNeoXForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.30.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size49152
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/stablecode-instruct-alpha-3b-GPTQ.

Rank the Stablecode Instruct Alpha 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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Release v20241217
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