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Liquid Thinking Preview by kreasof-ai

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  Autotrain compatible Base model:finetune:liquidai/l...   Base model:liquidai/lfm2-1.2b   Conversational Dataset:helpingai/intermediate...   En   Endpoints compatible   Lfm2   Region:us   Safetensors   Sft   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/kreasof-ai/Liquid-Thinking-Preview 

Liquid Thinking Preview Benchmarks

LLME Score: 0.2451
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Liquid Thinking Preview (kreasof-ai/Liquid-Thinking-Preview)
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Liquid Thinking Preview Parameters and Internals

LLM NameLiquid Thinking Preview
Repository 🤗https://huggingface.co/kreasof-ai/Liquid-Thinking-Preview 
Base Model(s)  LiquidAI/LFM2-1.2B   LiquidAI/LFM2-1.2B
Model Size1.2b
Required VRAM2.3 GB
Updated2025-10-09
Maintainerkreasof-ai
Model Typelfm2
Model Files  2.3 GB
Supported Languagesen
Model ArchitectureLfm2ForCausalLM
Licenseother
Context Length128000
Model Max Length128000
Transformers Version4.56.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size65536
Torch Data Typebfloat16

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ConstructionSafetyQA 1.2B V132K / 2.3 GB205
Note: green Score (e.g. "73.2") means that the model is better than kreasof-ai/Liquid-Thinking-Preview.

Rank the Liquid Thinking Preview 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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