OLMoE 1B 7B 0924 SFT by allenai

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  Arxiv:2409.02060 Base model:allenai/olmoe-1b-7b... Base model:finetune:allenai/ol...   Co2 eq emissions Dataset:allenai/tulu-v3.1-mix-...   En   Moe   Olmo   Olmoe   Region:us   Safetensors   Sharded   Tensorflow

OLMoE 1B 7B 0924 SFT Benchmarks

nn.n% โ€” How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sponsored by Nebius

OLMoE 1B 7B 0924 SFT Parameters and Internals

Model Type 
moe, olmo, olmoe
Additional Notes 
This model is an intermediate training checkpoint during post-training, after the Supervised Fine-Tuning (SFT) step. Recommended for best performance: Use the OLMoE-Instruct version.
Supported Languages 
en (primary)
Training Details 
Data Sources:
allenai/tulu-v3.1-mix-preview-4096-OLMoE
Methodology:
Intermediate training checkpoint post-Supervised Fine-Tuning (SFT), Direct Preference Optimization/Kahneman-Tversky Optimization (DPO/KTO)
Model Architecture:
Mixture-of-Experts
LLM NameOLMoE 1B 7B 0924 SFT
Repository ๐Ÿค—https://huggingface.co/allenai/OLMoE-1B-7B-0924-SFT 
Base Model(s)  OLMoE 1B 7B 0924   allenai/OLMoE-1B-7B-0924
Model Size1b
Required VRAM13.8โ€ฏGB
Updated2025-01-21
Maintainerallenai
Model Typeolmoe
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3
Supported Languagesen
Model ArchitectureOlmoeForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.44.0.dev0
Tokenizer ClassGPTNeoXTokenizer
Padding Token<|padding|>
Vocabulary Size50304
Torch Data Typebfloat16

Best Alternatives to OLMoE 1B 7B 0924 SFT

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OLMoE 1B 7B 0924 Instruct4K / 13.8โ€‰GB458287
OLMoE 1B 7B 09244K / 13.8โ€‰GB22269109
Note: green Score (e.g. "73.2") means that the model is better than allenai/OLMoE-1B-7B-0924-SFT.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227