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nlp-sample-cs-bot
ratulalahy/nlp-sample-cs-bot
nlp-sample-cs-bot is a machine learning model from ratulalahy. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Fine-tuned from TinyLlama/TinyLlama-1.1B-Chat-v1.0 using lora.
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Public
Updated Apr 16, 2026
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13.6 MB
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At a glance
- Access
- Public
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026
- SHA
- 579e21cf
Model card
From the Hugging Face model README
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')
- Created
- Apr 16, 2026
- Updated
- Apr 16, 2026