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

Libraries

How to use dmvaldman/showerthought_instruct with Transformers:

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

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

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("dmvaldman/showerthought_instruct")
model = AutoModelForCausalLM.from_pretrained("dmvaldman/showerthought_instruct")
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

vLLM

How to use dmvaldman/showerthought_instruct with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/dmvaldman/showerthought_instruct

SGLang

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

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

dmvaldman commited on Apr 16, 2024

Commit

d1c90ec

verified ·

1 Parent(s): 63a6f4a

Upload MistralForCausalLM

Browse files

Files changed (3) hide show

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

model-00001-of-00003.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0501d2ba270652bed53b6ffb72c16da4a9cb9e3a5f4d4713244648e259f7006b
 size 4943162240

 version https://git-lfs.github.com/spec/v1
+oid sha256:57ab96c11b7a5680bcbab3ae78b517ac8d6b1c916754f4ae94a7ae4dec818cbe
 size 4943162240

model-00002-of-00003.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2e47ade2b31c3cb902500acbbf4955801fe178d4c9ff1619b406cc04a736321c
 size 4999819232

 version https://git-lfs.github.com/spec/v1
+oid sha256:7bde2780832af75b9d64290b060b0a31fbedbfa224fd56266b1c2dea6f27a988
 size 4999819232

model-00003-of-00003.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a1f6d1e06e7457fa35e20e26f3225f7f813712e99abe115a7f8559f40e36c5b1
 size 4540516256

 version https://git-lfs.github.com/spec/v1
+oid sha256:67883610abb88b8c396ba345a8712dec7883111b57f61f02455ba0b67633ab30
 size 4540516256