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Eurus 70B Nca by openbmb

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  Arxiv:2402.05369   Arxiv:2404.02078   Autotrain compatible   Conversational   Dataset:openbmb/ultrafeedback Dataset:openbmb/ultrainteract ...   Endpoints compatible   Llama   Nca   Preference learning   Reasoning   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/openbmb/Eurus-70b-nca 

Eurus 70B Nca Benchmarks

LLME Score: 0.16839
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Eurus 70B Nca (openbmb/Eurus-70b-nca)

Eurus 70B Nca Parameters and Internals

Model Type 
text-generation, reasoning, preference_learning, nca
Use Cases 
Areas:
research, commercial applications
Applications:
reasoning, coding, math
Additional Notes 
Eurus-7B and 70B variants achieve best overall performance among open-source models of similar sizes.
Training Details 
Data Sources:
UltraInteract, UltraFeedback
Methodology:
NCA fine-tuning from Eurus-70B-SFT on multi-turn trajectory pairs
Input Output 
Input Format:
Custom tailored prompts for coding and math.
LLM NameEurus 70B Nca
Repository 🤗https://huggingface.co/openbmb/Eurus-70b-nca 
Model Size70b
Required VRAM138.7 GB
Updated2025-04-22
Maintaineropenbmb
Model Typellama
Model Files  4.7 GB: 1-of-29   4.7 GB: 2-of-29   5.0 GB: 3-of-29   5.0 GB: 4-of-29   4.7 GB: 5-of-29   4.7 GB: 6-of-29   4.7 GB: 7-of-29   5.0 GB: 8-of-29   5.0 GB: 9-of-29   4.7 GB: 10-of-29   4.7 GB: 11-of-29   4.7 GB: 12-of-29   5.0 GB: 13-of-29   5.0 GB: 14-of-29   4.7 GB: 15-of-29   4.7 GB: 16-of-29   4.7 GB: 17-of-29   5.0 GB: 18-of-29   5.0 GB: 19-of-29   4.7 GB: 20-of-29   4.7 GB: 21-of-29   4.7 GB: 22-of-29   5.0 GB: 23-of-29   5.0 GB: 24-of-29   4.7 GB: 25-of-29   4.7 GB: 26-of-29   4.7 GB: 27-of-29   5.0 GB: 28-of-29   3.8 GB: 29-of-29
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length16384
Model Max Length16384
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32016
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than openbmb/Eurus-70b-nca.

Rank the Eurus 70B Nca 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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Release v20241227
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