emirsahin/Llama3.1-8b-Turkish-Lora

Hugging Face
TEXT GENERATIONConcurrency Cost:1Model Size:8BQuant:FP8Ctx Length:32kPublished:Aug 4, 2024License:apache-2.0Architecture:Transformer Open Weights Warm

emirsahin/Llama3.1-8b-Turkish-Lora is a Llama 3.1-based language model developed by emirsahin, fine-tuned from unsloth/meta-llama-3.1-8b-bnb-4bit. This model is specifically optimized for Turkish language tasks, leveraging Unsloth and Huggingface's TRL library for faster training. It is designed to provide enhanced performance for applications requiring Turkish language understanding and generation.

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Model Overview

emirsahin/Llama3.1-8b-Turkish-Lora is a specialized language model developed by emirsahin. It is built upon the Llama 3.1 architecture, specifically fine-tuned from the unsloth/meta-llama-3.1-8b-bnb-4bit base model.

Key Characteristics

  • Base Model: Fine-tuned from Meta Llama 3.1 8B.
  • Training Efficiency: Utilizes Unsloth and Huggingface's TRL library, enabling a 2x faster training process.
  • Language Focus: Primarily optimized for Turkish language processing tasks.

Intended Use Cases

This model is particularly well-suited for applications requiring robust performance in Turkish. Its fine-tuning process aims to enhance its capabilities for generating and understanding text in Turkish, making it a strong candidate for:

  • Turkish text generation.
  • Turkish language understanding tasks.
  • Applications where efficient processing of Turkish content is crucial.

Popular Sampler Settings

Top 3 parameter combinations used by Featherless users for this model. Click a tab to see each config.

temperature
top_p
top_k
frequency_penalty
presence_penalty
repetition_penalty
min_p