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Magnum 72B FP8 by Rallio67

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  Autotrain compatible   Conversational   Endpoints compatible   Fp8   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Vllm
Model Card on HF 🤗: https://huggingface.co/Rallio67/magnum-72B-FP8 

Magnum 72B FP8 Benchmarks

LLME Score: 0.19551
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Magnum 72B FP8 (Rallio67/magnum-72B-FP8)

Magnum 72B FP8 Parameters and Internals

Model Type 
Causal Language Model
Additional Notes 
Quantization using neuralmagic's AutoFP8 for fast inference.
Training Details 
Data Sources:
ultrachat
Methodology:
Per-tensor quantization through AutoFP8
Context Length:
4096
Hardware Used:
4x L40s
Model Architecture:
Qwen2-72B-Instruct
Input Output 
Accepted Modalities:
text
Release Notes 
Version:
v1
Date:
2024-06-25
Notes:
Magnum-72B-v1 quantized to FP8 weights and activations using per-tensor quantization.
LLM NameMagnum 72B FP8
Repository 🤗https://huggingface.co/Rallio67/magnum-72B-FP8 
Model Size72b
Required VRAM75.5 GB
Updated2025-02-17
MaintainerRallio67
Model Typeqwen2
Model Files  4.9 GB: 1-of-16   4.8 GB: 2-of-16   4.9 GB: 3-of-16   4.8 GB: 4-of-16   4.9 GB: 5-of-16   4.8 GB: 6-of-16   4.9 GB: 7-of-16   4.8 GB: 8-of-16   4.9 GB: 9-of-16   4.8 GB: 10-of-16   4.9 GB: 11-of-16   4.8 GB: 12-of-16   4.9 GB: 13-of-16   4.8 GB: 14-of-16   4.9 GB: 15-of-16   2.7 GB: 16-of-16
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.41.2
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 Rallio67/magnum-72B-FP8.

Rank the Magnum 72B FP8 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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