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Starcoder2 Chat by abideen

 »  All LLMs  »  abideen  »  Starcoder2 Chat   URL Share it on

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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
Model Card on HF 🤗: https://huggingface.co/abideen/starcoder2-chat 

Starcoder2 Chat Benchmarks

LLME Score: 0.17005
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder2 Chat (abideen/starcoder2-chat)

Starcoder2 Chat Parameters and Internals

Model Type 
text generation
Supported Languages 
en (high proficiency)
Training Details 
Data Sources:
https://huggingface.co/datasets/glaiveai/glaive-code-assistant-v2
Methodology:
LoRA instruction fine-tuning
LLM NameStarcoder2 Chat
Repository 🤗https://huggingface.co/abideen/starcoder2-chat 
Base Model(s)  Starcoder2 7B   bigcode/starcoder2-7b
Model Size7b
Required VRAM28.8 GB
Updated2025-02-22
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

Best Alternatives to Starcoder2 Chat

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Context / RAM
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Starcoder2 7B16K / 14.4 GB36746169
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Jmg Starcoder2 7B 100K16K / 14.4 GB60
Speechless Starcoder2 7B16K / 14.4 GB265
Starcoder2 7B Instruct16K / 14.4 GB462
OpenCodeInterpreter SC2 7B16K / 14.9 GB2014
...Starcoder2 7B Bnb 4bit Smashed16K / 4.4 GB800
Starcoder2 7B 4bit16K / 4.4 GB761
StarCoder2 7B GGUF16K / 2.7 GB1267712
Note: green Score (e.g. "73.2") means that the model is better than abideen/starcoder2-chat.

Rank the Starcoder2 Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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