ratulalahy
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nlp-sample-cs-bot

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nlp-sample-cs-bot

Fine-tuned from TinyLlama/TinyLlama-1.1B-Chat-v1.0 using lora.

Training Details

Base model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
Dataset: datasets/cs_assistant.json
Method: lora
Epochs: 1
Final loss: 3.7823

Usage

from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel

# Load
tokenizer = AutoTokenizer.from_pretrained("ratulalahy/nlp-sample-cs-bot")
base_model = AutoModelForCausalLM.from_pretrained('TinyLlama/TinyLlama-1.1B-Chat-v1.0')
model = PeftModel.from_pretrained(base_model, 'ratulalahy/nlp-sample-cs-bot')

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