niranjanh123/lfm-sft-hotter-colder-gemini-simplified-reasoning
TEXT GENERATIONPricing:Input $0.04 / Cached $0.008 / Output $0.08Concurrent Unit Cost:1Model Size:1.2BQuant:BF16Context Size:32kPublished:Aug 3, 2026License:otherArchitecture:Transformer Featherless Exclusive Cold
This model, developed by niranjanh123, is a fine-tuned language model based on the LiquidAI/LFM2.5-1.2B-Thinking architecture. It is specifically trained on the niranjanh123/gemini_filtered_sft_traces_simplified_reasoning dataset. The model is designed for text generation tasks, focusing on simplified reasoning capabilities.
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Model Overview
This model, niranjanh123/lfm-sft-hotter-colder-gemini-simplified-reasoning, is a specialized language model built upon the LiquidAI/LFM2.5-1.2B-Thinking base architecture. It has been fine-tuned using a unique dataset, niranjanh123/gemini_filtered_sft_traces_simplified_reasoning, which suggests an emphasis on processing and generating simplified reasoning patterns.
Key Capabilities
- Text Generation: Primarily designed for generating textual content.
- Simplified Reasoning: Fine-tuned with data specifically curated for simplified reasoning tasks, indicating a potential strength in understanding and producing straightforward logical sequences.
Good For
- Applications requiring text generation with a focus on clear, simplified reasoning.
- Research into the effects of specific reasoning-focused datasets on base language models.
- Tasks where the base
LFM2.5-1.2B-Thinkingmodel's capabilities are enhanced by simplified reasoning instruction tuning.