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Starchat2 15B Sft V0.1 by HuggingFaceH4

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  Alignment-handbook   Autotrain compatible Base model:bigcode/starcoder2-... Base model:finetune:bigcode/st...   Conversational Dataset:huggingfaceh4/airoboro...   Dataset:huggingfaceh4/capybara Dataset:huggingfaceh4/code-fee... Dataset:huggingfaceh4/orca-mat... Dataset:huggingfaceh4/systemch...   Endpoints compatible   Generated from trainer   Region:us   Safetensors   Sharded   Starcoder2   Tensorboard   Tensorflow

Starchat2 15B Sft V0.1 Benchmarks

LLME Score: 0.19164
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starchat2 15B Sft V0.1 Parameters and Internals

LLM NameStarchat2 15B Sft V0.1
Repository 🤗https://huggingface.co/HuggingFaceH4/starchat2-15b-sft-v0.1 
Base Model(s)  Starcoder2 15B   bigcode/starcoder2-15b
Model Size15b
Required VRAM31.9 GB
Updated2024-11-05
MaintainerHuggingFaceH4
Model Typestarcoder2
Model Files  4.9 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   2.0 GB: 7-of-7   0.0 GB
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|im_end|>
Vocabulary Size49154
Torch Data Typebfloat16
Starchat2 15B Sft V0.1 (HuggingFaceH4/starchat2-15b-sft-v0.1)

Quantized Models of the Starchat2 15B Sft V0.1

Model
Likes
Downloads
VRAM
Starchat2 15B V0.1 AWQ0179 GB

Best Alternatives to Starchat2 15B Sft V0.1

Best Alternatives
Context / RAM
Downloads
Likes
Starcoder2 15B16K / 63.8 GB22518568
Starchat2 15B V0.116K / 31.9 GB14765102
Starcoder2 15B Instruct V0.116K / 31.9 GB310294
Starcoder2 15B Finetuned Drake16K / 63.8 GB190
CodeFuse StarCoder2 15B16K / 31.9 GB152
Dolphincoder Starcoder2 15B16K / 31.9 GB23469
...aceH4 Starchat2 15B V0.1 4bits16K / 9.9 GB90
Starcoder2 15B Instruct V0.116K / 53.4 GB90
Opencsg Starcoder2 15B V0.116K / 31.9 GB2672
Starcoder2 15B Instruct16K / 31.9 GB236
Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceH4/starchat2-15b-sft-v0.1.

Rank the Starchat2 15B Sft V0.1 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 v2024072803
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