A simple custom QLoRA implementation for fine-tuning a language model (LLM) with basic tools such as PyTorch and Bitsandbytes, completely decoupled from Hugging Face.
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Jan 29, 2024 - Python
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4bit-quantize
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Akṣara Farming Advisor is an AI-powered farming assistant built using Flask, llama-cpp-python, and a modern streaming chat UI. It leverages the Aksara v1 GGUF LLM to provide structured, agriculture-focused responses for farmers and agriculture enthusiasts.
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Jan 20, 2026 - Python
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