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Starcoder2 Chat by abideen

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  7b   Autotrain compatible Base model:bigcode/starcoder2-... Base model:finetune:bigcode/st...   Bigcode   Code   En   Endpoints compatible   Region:us   Safetensors   Sft   Sharded   Starcoder   Starcoder2   Tensorflow

Starcoder2 Chat Benchmarks

LLME Score: 0.19983
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starcoder2 Chat Parameters and Internals

LLM NameStarcoder2 Chat
Repository 🤗https://huggingface.co/abideen/starcoder2-chat 
Base Model(s)  Starcoder2 7B   bigcode/starcoder2-7b
Model Size7b
Required VRAM28.8 GB
Updated2024-09-07
Maintainerabideen
Model Typestarcoder2
Model Files  4.9 GB: 1-of-6   4.9 GB: 2-of-6   4.7 GB: 3-of-6   4.9 GB: 4-of-6   4.7 GB: 5-of-6   4.7 GB: 6-of-6   0.0 GB   0.0 GB   0.0 GB
Supported Languagesen
Model ArchitectureStarcoder2ForCausalLM
Licensecc-by-nc-4.0
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu
Starcoder2 Chat (abideen/starcoder2-chat)

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...Starcoder2 7B Bnb 4bit Smashed16K / 4.4 GB50
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Note: green Score (e.g. "73.2") means that the model is better than abideen/starcoder2-chat.

Rank the Starcoder2 Chat 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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