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llm-jp-3-13b-it – AI Model by sabia0080 | AlphaNeural AI

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sabia0080/
llm-jp-3-13b-it

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text-generation-inference

text-generation

llm-jp/llm-jp-3-13b

endpoints_compatible

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llm-jp-3-13b-it

Model Description

This is a fine-tuned version of llm-jp/llm-jp-3-13b trained using Unsloth for improved performance.

Training Details

The model was trained using:

Unsloth for 2x faster training
Hugging Face's TRL library for supervised fine-tuning
QLoRA 4-bit quantization
Maximum sequence length of 512 tokens

Training Configuration

Base Model: llm-jp/llm-jp-3-13b
Training Type: Supervised Fine-tuning (SFT)
LoRA Configuration:
- Rank: 32
- Alpha: 32
- Dropout: 0.05
- Target Modules: q_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("your-username/llm-jp-3-13b-it")
tokenizer = AutoTokenizer.from_pretrained("your-username/llm-jp-3-13b-it")

Training Framework

This model was trained using Unsloth, which provided 2x faster training speed compared to traditional methods.

License

This model is licensed under Apache 2.0.