Stable Code Instruct 3B by stabilityai

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  Arxiv:2305.18290   Autotrain compatible   Code   Conversational   En   Endpoints compatible   Gguf   Instruct   License:other   Model-index   Q4   Quantized   Region:us   Safetensors   Sharded   Stablelm   Tensorflow

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

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...Instruct 3B Spider2 1500 Steps16K / 11.2 GB60
Stablelm Zephyr 3B4K / 5.6 GB15985236

Stable Code Instruct 3B Parameters and Internals

LLM NameStable Code Instruct 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   1.7 GB   2.0 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k|q5_k
Model ArchitectureStableLmForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.38.2
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|endoftext|>
Vocabulary Size50304
Initializer Range0.02
Torch Data Typebfloat16

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