legacy-datasets/mc4
Updated โข 1.94k โข 153
How to use blueapple8259/TinyKo-V3 with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-generation", model="blueapple8259/TinyKo-V3") # Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM
tokenizer = AutoTokenizer.from_pretrained("blueapple8259/TinyKo-V3")
model = AutoModelForCausalLM.from_pretrained("blueapple8259/TinyKo-V3")How to use blueapple8259/TinyKo-V3 with vLLM:
# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "blueapple8259/TinyKo-V3"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "blueapple8259/TinyKo-V3",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'docker model run hf.co/blueapple8259/TinyKo-V3
How to use blueapple8259/TinyKo-V3 with SGLang:
# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
--model-path "blueapple8259/TinyKo-V3" \
--host 0.0.0.0 \
--port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "blueapple8259/TinyKo-V3",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'docker run --gpus all \
--shm-size 32g \
-p 30000:30000 \
-v ~/.cache/huggingface:/root/.cache/huggingface \
--env "HF_TOKEN=<secret>" \
--ipc=host \
lmsysorg/sglang:latest \
python3 -m sglang.launch_server \
--model-path "blueapple8259/TinyKo-V3" \
--host 0.0.0.0 \
--port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
-H "Content-Type: application/json" \
--data '{
"model": "blueapple8259/TinyKo-V3",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'How to use blueapple8259/TinyKo-V3 with Docker Model Runner:
docker model run hf.co/blueapple8259/TinyKo-V3
mc4์์ ํ๊ธ 0~29๊น์ง ๋ฐ์ดํฐ๋ก ์ฌ์ ํ์ต ํ ๋ค์ Bingsu/ko_alpaca_data, beomi/KoAlpaca-v1.1a๋ก loraํ์ธํ๋ ํ ๋ชจ๋ธ์ ๋๋ค.
๋ฐ์ดํฐ์ ์์ ๋ง์คํน ๋ฐ ์ ์ ์์ ์ ๊ฑฐ์น์ง ์์๊ธฐ ๋๋ฌธ์ ๋ฏผ๊ฐํ ์ ๋ณด๋ฅผ ์ถ๋ ฅํ ์ ์์ผ๋ ์ฃผ์ํ์๊ธฐ ๋ฐ๋๋๋ค.