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Eurus 70B Sft by openbmb

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  Arxiv:2404.02078   Autotrain compatible   Conversational   Dataset:open-orca/openorca Dataset:openbmb/ultrainteract ... Dataset:openchat/openchat shar...   Dataset:stingning/ultrachat   Endpoints compatible   Llama   Reasoning   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/openbmb/Eurus-70b-sft 

Eurus 70B Sft Benchmarks

LLME Score: 0.18962
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Eurus 70B Sft (openbmb/Eurus-70b-sft)

Eurus 70B Sft Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
coding, math
Additional Notes 
Eurus-7B outperforms baselines that are 5× larger.
Training Details 
Data Sources:
openbmb/UltraInteract_sft, stingning/ultrachat, openchat/openchat_sharegpt4_dataset, Open-Orca/OpenOrca
Methodology:
Fine-tuning on all correct actions in UltraInteract, with a mix of UltraChat, ShareGPT, and OpenOrca examples
Input Output 
Input Format:
[INST] {Instruction} [/INST]
Accepted Modalities:
text
LLM NameEurus 70B Sft
Repository 🤗https://huggingface.co/openbmb/Eurus-70b-sft 
Model Size70b
Required VRAM138.7 GB
Updated2024-12-14
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-sft.

Rank the Eurus 70B Sft 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 v20241124
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