Instructions to use danielhanchen/open_llama_3b_600bt_preview with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use danielhanchen/open_llama_3b_600bt_preview with Transformers:

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

pipe = pipeline("text-generation", model="danielhanchen/open_llama_3b_600bt_preview")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("danielhanchen/open_llama_3b_600bt_preview")
model = AutoModelForCausalLM.from_pretrained("danielhanchen/open_llama_3b_600bt_preview")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use danielhanchen/open_llama_3b_600bt_preview with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "danielhanchen/open_llama_3b_600bt_preview"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "danielhanchen/open_llama_3b_600bt_preview",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/danielhanchen/open_llama_3b_600bt_preview

SGLang

How to use danielhanchen/open_llama_3b_600bt_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 "danielhanchen/open_llama_3b_600bt_preview" \
    --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": "danielhanchen/open_llama_3b_600bt_preview",
		"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 "danielhanchen/open_llama_3b_600bt_preview" \
        --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": "danielhanchen/open_llama_3b_600bt_preview",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use danielhanchen/open_llama_3b_600bt_preview with Docker Model Runner:
```
docker model run hf.co/danielhanchen/open_llama_3b_600bt_preview
```

open_llama_3b_600bt_preview

Commit History

Adding `safetensors` variant of this model (#1)

d8fddf7

danielhanchen

SFconvertbot commited on Jun 7, 2023

Update README.md

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danielhanchen commited on May 28, 2023

Update README.md

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danielhanchen commited on May 28, 2023

Upload tokenizer

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danielhanchen commited on May 28, 2023

Upload LlamaForCausalLM

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danielhanchen commited on May 27, 2023

Update README.md

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danielhanchen commited on May 27, 2023

Upload tokenizer

7877031

danielhanchen commited on May 27, 2023

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99334dc

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Update README.md

c7f05cb

danielhanchen commited on May 27, 2023

Create README.md

168db6c

danielhanchen commited on May 27, 2023

Upload tokenizer

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danielhanchen commited on May 27, 2023

initial commit

ed11354

danielhanchen commited on May 27, 2023

Commit History

Adding `safetensors` variant of this model (#1) d8fddf7

Update README.md bbed4f4

Upload tokenizer f0508c5

Upload tokenizer.json 27bc3c1

Upload tokenizer.json 21e2111

Upload tokenizer.json b103cce

Update README.md c27cf88

Update README.md d1ed5bc

Update README.md 87abcd8

Update README.md 095bfc5

Update README.md 18767ae

Upload tokenizer bc30c71

Upload LlamaForCausalLM f75ebd2

Update README.md db77853

Upload tokenizer 7877031

Update README.md 99334dc

Update README.md c7f05cb

Create README.md 168db6c

Upload tokenizer 3a373c6

initial commit ed11354

Adding `safetensors` variant of this model (#1)

d8fddf7

Update README.md

bbed4f4

Upload tokenizer

f0508c5

Upload tokenizer.json

27bc3c1

Upload tokenizer.json

21e2111

Upload tokenizer.json

b103cce

Update README.md

c27cf88

Update README.md

d1ed5bc

Update README.md

87abcd8

Update README.md

095bfc5

Update README.md

18767ae

Upload tokenizer

bc30c71

Upload LlamaForCausalLM

f75ebd2

Update README.md

db77853

Upload tokenizer

7877031

Update README.md

99334dc

Update README.md

c7f05cb

Create README.md

168db6c

Upload tokenizer

3a373c6

initial commit

ed11354