mkd-ai-dev/keural-alpha-chat-v0.2

this is finetuned model 6k

Keural-Alpha UA-SFT (6K)

This repository contains a Supervised Fine-Tuned (SFT) checkpoint of Keural-Alpha, trained to improve instruction-following and chat-style responses.

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🔹 Model Overview

• Base model: keural-alpha-base
• Fine-tuning type: Supervised Fine-Tuning (Instruction / UA-style)
• Training steps: 6,000
• Context length: 2048 tokens
• Precision: bfloat16
• Framework: PyTorch + Hugging Face Transformers
• Checkpoint format: model.safetensors

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🔹 Training Data

The model was fine-tuned on cleaned instruction–response data focused on:

• Question answering
• Short explanations
• Basic reasoning tasks
• General conversational instructions

This checkpoint represents an intermediate training stage and is intended for further experimentation or continued fine-tuning.

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🔹 Intended Use

• Instruction-following research
• Chat-style text generation
• Continued fine-tuning (SFT / chat datasets)
• Local and offline inference

⚠️ This is not a final model. Output quality will improve with additional training steps and more diverse chat data.

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