Instructions to use tencent/Hy3-preview with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tencent/Hy3-preview with Transformers:

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

pipe = pipeline("text-generation", model="tencent/Hy3-preview")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("tencent/Hy3-preview")
model = AutoModelForCausalLM.from_pretrained("tencent/Hy3-preview", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use tencent/Hy3-preview with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "tencent/Hy3-preview"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tencent/Hy3-preview",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/tencent/Hy3-preview

SGLang

How to use tencent/Hy3-preview 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 "tencent/Hy3-preview" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tencent/Hy3-preview",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

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 "tencent/Hy3-preview" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tencent/Hy3-preview",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use tencent/Hy3-preview with Docker Model Runner:
```
docker model run hf.co/tencent/Hy3-preview
```

yiqichen01 commited on Apr 22

Commit

0de7283

verified ·

1 Parent(s): 166e27d

Add files using upload-large-folder tool

Browse files

Files changed (13) hide show

model-00009-of-00112.safetensors +3 -0
model-00035-of-00112.safetensors +3 -0
model-00037-of-00112.safetensors +3 -0
model-00065-of-00112.safetensors +3 -0
model-00067-of-00112.safetensors +3 -0
model-00071-of-00112.safetensors +3 -0
model-00075-of-00112.safetensors +3 -0
model-00078-of-00112.safetensors +3 -0
model-00079-of-00112.safetensors +3 -0
model-00080-of-00112.safetensors +3 -0
model-00094-of-00112.safetensors +3 -0
model-00098-of-00112.safetensors +3 -0
model-00108-of-00112.safetensors +3 -0

+version https://git-lfs.github.com/spec/v1
+oid sha256:c61b6dcf801b2708a457c108d15126e38c8bd8b8337318c62875dec5e6478632
+size 5360373880

+version https://git-lfs.github.com/spec/v1
+oid sha256:69de4a9a83282a408cb41737a7263f74abbfc676ecc0d0e60ac44dbb9e73d081
+size 5360373928

+version https://git-lfs.github.com/spec/v1
+oid sha256:dd4a85ddd670e4964468183064e096ee7aaaa13f68536f855570d0dd16a8ff81
+size 5360373872

+version https://git-lfs.github.com/spec/v1
+oid sha256:ed5e16b5a85a5d71eca3da20aff9ec53b81aaff9f6bc4d61617379f2fc28e36f
+size 5360374000

+version https://git-lfs.github.com/spec/v1
+oid sha256:d3138f9d630be731389fe6428277b4569c4528e3a16b408f44f5fabe1291a4ea
+size 5360373912

+version https://git-lfs.github.com/spec/v1
+oid sha256:6aca765df6840d98e20c4436493c57578e4b4fcd399f08c57f714d6649598e6a
+size 5360373680

+version https://git-lfs.github.com/spec/v1
+oid sha256:9b472a695e1931de9b4fb711008c083eedd81957c417e95a6c3ac5c93ab68db8
+size 5360374064

+version https://git-lfs.github.com/spec/v1
+oid sha256:f6afdb3adeaa29d1b46108bef7379392f68ff495bf140bedae494f8f4b4f57ef
+size 5360373960

+version https://git-lfs.github.com/spec/v1
+oid sha256:a4769705898ff24e43963dcd1b71ecedef4623ea1df0daa17ef0c02148d6536b
+size 5360374080

+version https://git-lfs.github.com/spec/v1
+oid sha256:5611873dc1d30225e3a5741857f8454278be58e2926f203ef74db1ceb5935ffe
+size 5360373824

	@@ -0,0 +1,3 @@

	@@ -0,0 +1,3 @@

	@@ -0,0 +1,3 @@

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:fcb19968426dd751650dc7ca44409586f56176dc20e6fa64308d88179cefd0da
+size 5360373840

+version https://git-lfs.github.com/spec/v1
+oid sha256:48afa98b10b8e9d8b33e0465e34bf06bafd4c9826cbbf568c65325f9053ebdf6
+size 5360802872

+version https://git-lfs.github.com/spec/v1
+oid sha256:65fe46b72af7e2d84e98e4a77204c871a9cd74260e9dc6d766892ad1c8455b26
+size 5360373848