Instructions to use beomi/Solar-Ko-Recovery-11B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use beomi/Solar-Ko-Recovery-11B with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="beomi/Solar-Ko-Recovery-11B")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("beomi/Solar-Ko-Recovery-11B")
model = AutoModelForCausalLM.from_pretrained("beomi/Solar-Ko-Recovery-11B")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use beomi/Solar-Ko-Recovery-11B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "beomi/Solar-Ko-Recovery-11B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "beomi/Solar-Ko-Recovery-11B",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/beomi/Solar-Ko-Recovery-11B

SGLang

How to use beomi/Solar-Ko-Recovery-11B with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "beomi/Solar-Ko-Recovery-11B" \
    --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": "beomi/Solar-Ko-Recovery-11B",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

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 "beomi/Solar-Ko-Recovery-11B" \
        --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": "beomi/Solar-Ko-Recovery-11B",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use beomi/Solar-Ko-Recovery-11B with Docker Model Runner:
```
docker model run hf.co/beomi/Solar-Ko-Recovery-11B
```

beomi commited on Jul 1, 2024

Commit

c8306dc

verified ·

1 Parent(s): 804694b

Update README.md

Browse files

Files changed (1) hide show

README.md +1 -0

README.md CHANGED Viewed

@@ -11,6 +11,7 @@ tags:
 - solar-ko
 library_name: transformers
 license: apache-2.0
 ---
 <img src="https://cdn-uploads.huggingface.co/production/uploads/5e56829137cb5b49818287ea/WuiaS45EAWDurGTOtjR_d.png" style="max-width:250px;margin:0 auto;" />

 - solar-ko
 library_name: transformers
 license: apache-2.0
+base_model: upstage/SOLAR-10.7B-v1.0
 ---
 <img src="https://cdn-uploads.huggingface.co/production/uploads/5e56829137cb5b49818287ea/WuiaS45EAWDurGTOtjR_d.png" style="max-width:250px;margin:0 auto;" />