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Hpc Coder V2.6.7B by hpcgroup

 »  All LLMs  »  hpcgroup  »  Hpc Coder V2.6.7B   URL Share it on

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  Autotrain compatible   Axonn   Code   Codegen   Dataset:hpcgroup/hpc-instruct Dataset:ise-uiuc/magicoder-oss... Dataset:nickrosh/evol-instruct...   En   Endpoints compatible   Hpc   Instruct   Llama   Parallel   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/hpcgroup/hpc-coder-v2-6.7b 

Hpc Coder V2.6.7B Benchmarks

LLME Score: 0.22631
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hpc Coder V2.6.7B (hpcgroup/hpc-coder-v2-6.7b)

Hpc Coder V2.6.7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
Utilizes AxoNN for distributed training in parallel across GPUs
Training Details 
Data Sources:
hpcgroup/hpc-instruct, ise-uiuc/Magicoder-OSS-Instruct-75K, nickrosh/Evol-Instruct-Code-80k-v1
Methodology:
Fine-tuned on instruction dataset catered to common HPC topics
Input Output 
Input Format:
Formatted as instructions for instruct model
LLM NameHpc Coder V2.6.7B
Repository 🤗https://huggingface.co/hpcgroup/hpc-coder-v2-6.7b 
Model Size6.7b
Required VRAM27.1 GB
Updated2024-12-22
Maintainerhpcgroup
Model Typellama
Instruction-BasedYes
Model Files  4.8 GB: 1-of-6   4.9 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   2.7 GB: 6-of-6
Supported Languagesen
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than hpcgroup/hpc-coder-v2-6.7b.

Rank the Hpc Coder V2.6.7B 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 v20241217
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