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Starcoder2 15B Instruct V0.1 by mlx-community

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  Autotrain compatible Base model:bigcode/starcoder2-... Base model:finetune:bigcode/st...   Code   Conversational Dataset:bigcode/self-oss-instr...   Endpoints compatible   Instruct   Mlx   Model-index   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow

Starcoder2 15B Instruct V0.1 Benchmarks

LLME Score: 0.20269
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Starcoder2 15B Instruct V0.1 Parameters and Internals

LLM NameStarcoder2 15B Instruct V0.1
Repository 🤗https://huggingface.co/mlx-community/starcoder2-15b-instruct-v0.1 
Base Model(s)  Starcoder2 15B   bigcode/starcoder2-15b
Model Size15b
Required VRAM53.4 GB
Updated2024-11-05
Maintainermlx-community
Model Typestarcoder2
Instruction-BasedYes
Model Files  5.3 GB: 1-of-2   5.3 GB: 1-of-4   5.3 GB: 1-of-7   5.3 GB: 2-of-4   5.4 GB: 2-of-7   4.4 GB: 3-of-4   5.4 GB: 3-of-7   1.1 GB: 4-of-4   5.3 GB: 4-of-7   5.1 GB: 5-of-7   4.9 GB: 6-of-7   0.6 GB: 7-of-7
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typebfloat16
Starcoder2 15B Instruct V0.1 (mlx-community/starcoder2-15b-instruct-v0.1)

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Starcoder2 15B Instruct GPTQ16K / 9.2 GB2599492
...rCoder2 15B Instruct V0.1 GGUF16K / 6.2 GB3560
...rCoder2 15B Instruct V0.1 GGUF16K / 6.2 GB3020
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/starcoder2-15b-instruct-v0.1.

Rank the Starcoder2 15B Instruct 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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Release v2024072803
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