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L3 70B Euryale V2.1 by Sao10K

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  Autotrain compatible   Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Sao10K/L3-70B-Euryale-v2.1 

L3 70B Euryale V2.1 Benchmarks

MMLU Pro: 45.51
GPQA: 10.85
MUSR: 12.05
BBH: 49.19
IFEval: 72.81 vs 88 (so35)-17.3%
MATH Lvl 5: 22.43
LLME Score: 0.33565
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
L3 70B Euryale V2.1 (Sao10K/L3-70B-Euryale-v2.1)

L3 70B Euryale V2.1 Parameters and Internals

Model Type 
Language Model
Additional Notes 
- Trained using LoRA Fine-Tune due to high cost of FFT. - Testing settings and recommendations: - Temperature: 1.17 - min_p: 0.075 - Repetition Penalty: 1.10 - Suggested SillyTavern instruct settings: - Context Template: Llama-3-Instruct-Names - Instruct Presets: Euryale-v2.1-Llama-3-Instruct
Supported Languages 
English (Full Support)
Training Details 
Data Sources:
Same Dataset used as Stheno v3.2
Methodology:
LoRA Fine-Tune
Hardware Used:
8x H100 SXMs
LLM NameL3 70B Euryale V2.1
Repository 🤗https://huggingface.co/Sao10K/L3-70B-Euryale-v2.1 
Model Size70b
Required VRAM67.5 GB
Updated2025-02-22
MaintainerSao10K
Model Typellama
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30   4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.41.1
Vocabulary Size128256
Torch Data Typebfloat16

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Rank the L3 70B Euryale V2.1 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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