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Skywork O1 Open Llama 3.1 8B by Skywork

 »  All LLMs  »  Skywork  »  Skywork O1 Open Llama 3.1 8B   URL Share it on

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Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Conversational   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B 

Skywork O1 Open Llama 3.1 8B Benchmarks

LLME Score: 0.38725
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Skywork O1 Open Llama 3.1 8B (Skywork/Skywork-o1-Open-Llama-3.1-8B)

Skywork O1 Open Llama 3.1 8B Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Complex problem solving
Applications:
Mathematics, Coding, Logical Reasoning
Primary Use Cases:
Solving complex problems involving mathematics, coding, and logical reasoning through deep thought.
Additional Notes 
The Skywork models represent a strategic advancement in AI capabilities, moving a previously weaker base model towards the state-of-the-art (SOTA) in reasoning tasks.
Training Details 
Methodology:
Reflective Reasoning Training, Reinforcement Learning for Reasoning Capabilities, Reasoning Planning
LLM NameSkywork O1 Open Llama 3.1 8B
Repository 🤗https://huggingface.co/Skywork/Skywork-o1-Open-Llama-3.1-8B 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B-Instruct   meta-llama/Meta-Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-12-26
MaintainerSkywork
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Skywork/Skywork-o1-Open-Llama-3.1-8B.

Rank the Skywork O1 Open Llama 3.1 8B 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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