HuggingFaceH4 Starchat2 15B V0.1 4bits by RichardErkhov

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  Arxiv:2311.07911   Arxiv:2402.19173   4-bit   Alignment-handbook   Autotrain compatible   Bitsandbytes   Conversational   Endpoints compatible   Generated from trainer   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow

HuggingFaceH4 Starchat2 15B V0.1 4bits Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
HuggingFaceH4 Starchat2 15B V0.1 4bits (RichardErkhov/HuggingFaceH4_-_starchat2-15b-v0.1-4bits)

HuggingFaceH4 Starchat2 15B V0.1 4bits Parameters and Internals

Model Type 
GPT-like
Use Cases 
Areas:
chat, programming
Applications:
chat assistant, coding assistant
Supported Languages 
primarily (English and 600+ programming languages)
Training Details 
Data Sources:
HuggingFaceH4/ultrafeedback_binarized, HuggingFaceH4/orca_dpo_pairs
LLM NameHuggingFaceH4 Starchat2 15B V0.1 4bits
Repository ๐Ÿค—https://huggingface.co/RichardErkhov/HuggingFaceH4_-_starchat2-15b-v0.1-4bits 
Model Size15b
Required VRAM9.9 GB
Updated2025-01-16
MaintainerRichardErkhov
Model Typestarcoder2
Model Files  5.0 GB: 1-of-2   4.9 GB: 2-of-2
Model ArchitectureStarcoder2ForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.39.3
Tokenizer ClassGPT2Tokenizer
Padding Token<|im_end|>
Vocabulary Size49154
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than RichardErkhov/HuggingFaceH4_-_starchat2-15b-v0.1-4bits.

Rank the HuggingFaceH4 Starchat2 15B V0.1 4bits 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  
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Code Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227