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Opencsg Starcoder2 15B V0.1 by opencsg

 »  All LLMs  »  opencsg  »  Opencsg Starcoder2 15B V0.1   URL Share it on

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  Autotrain compatible Base model:bigcode/starcoder2-... Base model:finetune:bigcode/st...   Code   Dataset:bigcode/starcoderdata Dataset:bigcode/the-stack-dedu...   Endpoints compatible   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow
Model Card on HF 🤗: https://huggingface.co/opencsg/opencsg-starcoder2-15b-v0.1 

Opencsg Starcoder2 15B V0.1 Benchmarks

LLME Score: 0.18092
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Opencsg Starcoder2 15B V0.1 (opencsg/opencsg-starcoder2-15b-v0.1)

Opencsg Starcoder2 15B V0.1 Parameters and Internals

Model Type 
text-generation
Training Details 
Data Sources:
bigcode/starcoderdata, bigcode/the-stack-dedup
Methodology:
full-parameters fine-tuning
Training Time:
7 hours
Hardware Used:
8 Tesla A800
Input Output 
Accepted Modalities:
text
Output Format:
test case generation output for given code input
LLM NameOpencsg Starcoder2 15B V0.1
Repository 🤗https://huggingface.co/opencsg/opencsg-starcoder2-15b-v0.1 
Base Model(s)  Starcoder2 15B   bigcode/starcoder2-15b
Model Size15b
Required VRAM31.9 GB
Updated2025-01-16
Maintaineropencsg
Model Typestarcoder2
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
Padding Token<|padding|>
Vocabulary Size49153
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than opencsg/opencsg-starcoder2-15b-v0.1.

Rank the Opencsg Starcoder2 15B 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 v20241227
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