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Starcoder2 15B Instruct V0.1 by bigcode

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  Arxiv:2410.24198   Autotrain compatible Base model:bigcode/starcoder2-... Base model:finetune:bigcode/st...   Code   Conversational Dataset:bigcode/self-oss-instr...   Endpoints compatible   Instruct   Model-index   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow

Starcoder2 15B Instruct V0.1 Benchmarks

LLME Score: 0.25642
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/bigcode/starcoder2-15b-instruct-v0.1 
Base Model(s)  Starcoder2 15B   bigcode/starcoder2-15b
Model Size15b
Required VRAM31.9 GB
Updated2024-11-05
Maintainerbigcode
Model Typestarcoder2
Instruction-BasedYes
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
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 (bigcode/starcoder2-15b-instruct-v0.1)

Quantized Models of the Starcoder2 15B Instruct V0.1

Model
Likes
Downloads
VRAM
...rCoder2 15B Instruct V0.1 GGUF03566 GB
...rCoder2 15B Instruct V0.1 GGUF03026 GB

Best Alternatives to Starcoder2 15B Instruct V0.1

Best Alternatives
Context / RAM
Downloads
Likes
Dolphincoder Starcoder2 15B16K / 31.9 GB23469
Starcoder2 15B Instruct V0.116K / 53.4 GB90
Starcoder2 15B Instruct16K / 31.9 GB236
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 bigcode/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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