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Speechless Starcoder2 7B by uukuguy

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  Autotrain compatible   Code Dataset:codefuse-ai/evol-instr...   Dataset:teknium/openhermes-2.5 Dataset:tokenbender/python eva...   En   Endpoints compatible   Instruct   Model-index   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow
Model Card on HF 🤗: https://huggingface.co/uukuguy/speechless-starcoder2-7b 

Speechless Starcoder2 7B Benchmarks

LLME Score: 0.13956
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Speechless Starcoder2 7B (uukuguy/speechless-starcoder2-7b)
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Speechless Starcoder2 7B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, commercial applications
Training Details 
Data Sources:
teknium/OpenHermes-2.5, TokenBender/python_eval_instruct_51k, Spider, codefuse-ai/Evol-instruction-66k
Methodology:
Fine-tuning
Input Output 
Input Format:
Alpaca instruction format
LLM NameSpeechless Starcoder2 7B
Repository 🤗https://huggingface.co/uukuguy/speechless-starcoder2-7b 
Model Size7b
Required VRAM14.4 GB
Updated2025-10-22
Maintaineruukuguy
Model Typestarcoder2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Model ArchitectureStarcoder2ForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat16
Activation Functiongelu

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Dolphincoder Starcoder2 7B16K / 14.9 GB711
Starcoder2 7B Instruct16K / 14.4 GB12893
Dolphincoder Starcoder2 7B16K / 14.9 GB1711
Starcoder2 7B Instruct GPTQ16K / 4.5 GB412
Note: green Score (e.g. "73.2") means that the model is better than uukuguy/speechless-starcoder2-7b.

Rank the Speechless Starcoder2 7B 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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Release v20241124
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