Instructions to use tistak/sn6_2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tistak/sn6_2 with Transformers:

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

pipe = pipeline("text-generation", model="tistak/sn6_2")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("tistak/sn6_2")
model = AutoModelForCausalLM.from_pretrained("tistak/sn6_2", 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 tistak/sn6_2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "tistak/sn6_2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tistak/sn6_2",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/tistak/sn6_2

SGLang

How to use tistak/sn6_2 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 "tistak/sn6_2" \
    --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": "tistak/sn6_2",
		"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 "tistak/sn6_2" \
        --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": "tistak/sn6_2",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use tistak/sn6_2 with Docker Model Runner:
```
docker model run hf.co/tistak/sn6_2
```

tistak commited on May 18, 2024

Commit

78cfd5a

verified ·

1 Parent(s): 576e55b

Upload LlamaForCausalLM

Browse files

Files changed (4) hide show

model-00001-of-00004.safetensors +1 -1
model-00002-of-00004.safetensors +1 -1
model-00003-of-00004.safetensors +1 -1
model-00004-of-00004.safetensors +1 -1

model-00001-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e4f87a89d6227d9f2b301c441e488ffae2fc9817632f4a1d702e61df3a16b395
 size 4976698672

 version https://git-lfs.github.com/spec/v1
+oid sha256:2b5c427e960b067f1282fff28d225b04bf2570786282229e09043431042b1f55
 size 4976698672

model-00002-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dcb2fb7e7b8fc32cea1fdd6a471fc49f7b9f61f175154b136a383c39bbfdfa60
 size 4999802720

 version https://git-lfs.github.com/spec/v1
+oid sha256:a94ad2ce7a993c78b94e59268dc9e084638072380ecbc3fb144b94064425bca5
 size 4999802720

model-00003-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:637b796bcafdb01ef5bdd54bfe90b35c88a8c1525ae882f1145feaba1f9db052
 size 4915916176

 version https://git-lfs.github.com/spec/v1
+oid sha256:e24ff6664febbce7d35f27054ecd62a750c569b351de372b34f3e281434e831d
 size 4915916176

model-00004-of-00004.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:30ef247ba09eaff8fad29eb5633340a9e3ca0573be69025cd26aaf0e958d927c
 size 1168138808

 version https://git-lfs.github.com/spec/v1
+oid sha256:434109b081b59071d3040e18e89f6191ce4b82f80201713a0bcc1e45b4e477b6
 size 1168138808