Instructions to use Austism/chronos-hermes-13b-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Austism/chronos-hermes-13b-v2 with Transformers:

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

pipe = pipeline("text-generation", model="Austism/chronos-hermes-13b-v2")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Austism/chronos-hermes-13b-v2")
model = AutoModelForCausalLM.from_pretrained("Austism/chronos-hermes-13b-v2", device_map="auto")

Inference
Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use Austism/chronos-hermes-13b-v2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Austism/chronos-hermes-13b-v2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Austism/chronos-hermes-13b-v2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Austism/chronos-hermes-13b-v2

SGLang

How to use Austism/chronos-hermes-13b-v2 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 "Austism/chronos-hermes-13b-v2" \
    --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": "Austism/chronos-hermes-13b-v2",
		"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 "Austism/chronos-hermes-13b-v2" \
        --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": "Austism/chronos-hermes-13b-v2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Austism/chronos-hermes-13b-v2 with Docker Model Runner:
```
docker model run hf.co/Austism/chronos-hermes-13b-v2
```

chronos-hermes-13b-v2

Commit History

Update README.md

2f0e2cb

Austism commited on Aug 3, 2023

Add tokenizer

9e32298

Austism commited on Aug 3, 2023

Delete tokenizer_config.json

b5a5141

Austism commited on Aug 3, 2023

Delete tokenizer.json

475b072

Austism commited on Aug 3, 2023

Delete tokenizer.model

f23bbc1

Austism commited on Aug 3, 2023

Swap out tokenizer

54a7b18

Austism commited on Aug 3, 2023

Upload pytorch_model-00001-of-00003.bin with huggingface_hub

0eb448b

Austism commited on Aug 3, 2023

Upload pytorch_model-00002-of-00003.bin with huggingface_hub

a0697e5

Austism commited on Aug 3, 2023

Upload pytorch_model-00003-of-00003.bin with huggingface_hub

71cafcd

Austism commited on Aug 3, 2023

Update README.md

8322738

Austism commited on Aug 3, 2023

Update README.md

b9b99c4

Austism commited on Aug 3, 2023

Upload 6 files

fcdb0c6

Austism commited on Aug 2, 2023

Update README.md

809173e

Austism commited on Aug 2, 2023

Create README.md

76b4dfd

Austism commited on Aug 2, 2023

initial commit

23d1b00

Austism commited on Aug 2, 2023

Commit History

Update README.md 2f0e2cb

Add tokenizer 9e32298

Delete tokenizer_config.json b5a5141

Delete tokenizer.json 475b072

Delete tokenizer.model f23bbc1

Swap out tokenizer 54a7b18

Upload pytorch_model-00001-of-00003.bin with huggingface_hub 0eb448b

Upload pytorch_model-00002-of-00003.bin with huggingface_hub a0697e5

Upload pytorch_model-00003-of-00003.bin with huggingface_hub 71cafcd

Update README.md 8322738

Update README.md b9b99c4

Upload 6 files fcdb0c6

Update README.md 809173e

Create README.md 76b4dfd

initial commit 23d1b00

Update README.md

2f0e2cb

Add tokenizer

9e32298

Delete tokenizer_config.json

b5a5141

Delete tokenizer.json

475b072

Delete tokenizer.model

f23bbc1

Swap out tokenizer

54a7b18

Upload pytorch_model-00001-of-00003.bin with huggingface_hub

0eb448b

Upload pytorch_model-00002-of-00003.bin with huggingface_hub

a0697e5

Upload pytorch_model-00003-of-00003.bin with huggingface_hub

71cafcd

Update README.md

8322738

Update README.md

b9b99c4

Upload 6 files

fcdb0c6

Update README.md

809173e

Create README.md

76b4dfd

initial commit

23d1b00