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Magnum 32B V2 by anthracite-org

 »  All LLMs  »  anthracite-org  »  Magnum 32B V2   URL Share it on

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  Autotrain compatible   Chat   Conversational   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/anthracite-org/magnum-32b-v2 

Magnum 32B V2 Benchmarks

LLME Score: 0.22615
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Magnum 32B V2 (anthracite-org/magnum-32b-v2)

Magnum 32B V2 Parameters and Internals

Model Type 
text-generation
Additional Notes 
This is the third model in a series meant to replicate the prose quality of the Claude 3 models, specifically Sonnet and Opus.
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Sources:
Stheno dataset (filtered), NobodyExistsOnTheInternet/claude_3.5s_single_turn_unslop_filtered, NobodyExistsOnTheInternet/PhiloGlanSharegpt, NobodyExistsOnTheInternet/Magpie-Reasoning-Medium-Subset, kalomaze/Opus_Instruct_25k, Nopm/Opus_WritingStruct, Gryphe/Sonnet3.5-SlimOrcaDedupCleaned
Methodology:
Instruct tuned with the ChatML formatting
Training Time:
2 epochs
Hardware Used:
8x NVIDIA H100 Tensor Core GPUs
Input Output 
Input Format:
ChatML formatting.
LLM NameMagnum 32B V2
Repository 🤗https://huggingface.co/anthracite-org/magnum-32b-v2 
Model Size32b
Required VRAM64.6 GB
Updated2024-08-18
Maintaineranthracite-org
Model Typeqwen2
Model Files  4.9 GB: 1-of-14   4.8 GB: 2-of-14   4.8 GB: 3-of-14   4.8 GB: 4-of-14   4.8 GB: 5-of-14   4.8 GB: 6-of-14   4.8 GB: 7-of-14   4.8 GB: 8-of-14   4.8 GB: 9-of-14   4.8 GB: 10-of-14   4.8 GB: 11-of-14   4.8 GB: 12-of-14   4.8 GB: 13-of-14   2.1 GB: 14-of-14   0.0 GB   0.0 GB
Supported Languagesen zh
Model ArchitectureQwen2ForCausalLM
Licenseother
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than anthracite-org/magnum-32b-v2.

Rank the Magnum 32B V2 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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