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ThoughtStream 4B V0.2 by trollek

 »  All LLMs  »  trollek  »  ThoughtStream 4B V0.2   URL Share it on

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Base model:finetune:trollek/li... Base model:trollek/littleinstr... Dataset:skunkworksai/reasoning... Dataset:trollek/thoughtfulassi... Dataset:trollek/thoughtfulassi...   En   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/trollek/ThoughtStream-4B-v0.2 

ThoughtStream 4B V0.2 Benchmarks

LLME Score: 0.20881
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ThoughtStream 4B V0.2 (trollek/ThoughtStream-4B-v0.2)

ThoughtStream 4B V0.2 Parameters and Internals

Additional Notes 
This model is most useful for experimentation like 'What happens if I substitute the thoughts?'
Supported Languages 
en (full)
Training Details 
Data Sources:
SkunkworksAI/reasoning-0.01, trollek/ThoughtfulAssistant-v01, trollek/ThoughtfulAssistant-v02
Input Output 
Accepted Modalities:
text
Performance Tips:
Inject the CoT in the thinking tags to improve reasoning.
LLM NameThoughtStream 4B V0.2
Repository 🤗https://huggingface.co/trollek/ThoughtStream-4B-v0.2 
Base Model(s)  trollek/LittleInstructionMaker-4B-v0.2   trollek/LittleInstructionMaker-4B-v0.2
Model Size4b
Required VRAM7.9 GB
Updated2025-02-05
Maintainertrollek
Model Typellama
Model Files  5.0 GB: 1-of-2   2.9 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.43.4
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32004
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than trollek/ThoughtStream-4B-v0.2.

Rank the ThoughtStream 4B V0.2 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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