OLMo 7B SFT Hf by allenai

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  Arxiv:2402.00838   Autotrain compatible   Conversational   Dataset:allenai/dolma Dataset:allenai/tulu-v2-sft-mi...   En   Endpoints compatible   Olmo   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/allenai/OLMo-7B-SFT-hf 

OLMo 7B SFT Hf Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OLMo 7B SFT Hf (allenai/OLMo-7B-SFT-hf)

OLMo 7B SFT Hf Parameters and Internals

Model Type 
transformer, autoregressive language model
Use Cases 
Areas:
research, building safety tools for LLMs
Limitations:
may generate harmful and sensitive content, potential to produce factual-sounding yet false outputs
Considerations:
Implement safeguards for biases, privacy, and potential harms.
Additional Notes 
It is a research artifact intended to benefit the research community.
Supported Languages 
en (English)
Training Details 
Data Sources:
dolma, tulu-v2-sft-mixture, ultrafeedback_binarized_cleaned
Methodology:
SFT (Supervised Fine-Tuning) and DPO (Discrete Prompts Optimization)
Context Length:
2048
Model Architecture:
Transformer
LLM NameOLMo 7B SFT Hf
Repository ๐Ÿค—https://huggingface.co/allenai/OLMo-7B-SFT-hf 
Model Size7b
Required VRAM27.6 GB
Updated2025-02-05
Maintainerallenai
Model Typeolmo
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   3.0 GB: 6-of-6   4.9 GB: 1-of-6   5.0 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   3.0 GB: 6-of-6
Supported Languagesen
Model ArchitectureOlmoForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.40.2
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|padding|>
Vocabulary Size50304
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than allenai/OLMo-7B-SFT-hf.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227