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Llama3.2 3b TrSummarization Unsloth GGUF
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Llama3.2 3b TrSummarization Unsloth GGUF

Developed by anilguven
A Turkish text generation model fine-tuned from unsloth/Llama-3.2-3B-bnb-4bit, specializing in summarization tasks.
Large Language Model OtherOpen Source License:Apache-2.0#Turkish text summarization#4-bit quantized efficient inference#Unsloth-accelerated training
Downloads 48
Release Time : 12/15/2024

Model Overview

This model is a 3.2B-parameter Llama architecture model optimized with 4-bit quantization, specifically fine-tuned for Turkish text generation and summarization tasks.

Model Features

Efficient training
Trained using Unsloth and Huggingface TRL libraries, achieving 2x speed improvement
Quantization optimization
Utilizes 4-bit quantization (BNB-4bit) to reduce memory usage
Turkish language optimization
Specifically fine-tuned for Turkish text processing
Summarization generation
Trained specifically on Turkish Wikipedia summarization datasets

Model Capabilities

Turkish text generation
Text summarization
Natural language understanding

Use Cases

Content processing
Turkish article summarization
Automatically generates concise summaries of long Turkish texts
Turkish content creation
Assists in generating Turkish text content
Education
Turkish learning assistance
Provides text simplification and explanations for Turkish language learners
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