Instructions to use elinas/chronos-13b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use elinas/chronos-13b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="elinas/chronos-13b")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("elinas/chronos-13b") model = AutoModelForCausalLM.from_pretrained("elinas/chronos-13b") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use elinas/chronos-13b with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "elinas/chronos-13b" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "elinas/chronos-13b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/elinas/chronos-13b
- SGLang
How to use elinas/chronos-13b 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 "elinas/chronos-13b" \ --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": "elinas/chronos-13b", "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 "elinas/chronos-13b" \ --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": "elinas/chronos-13b", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use elinas/chronos-13b with Docker Model Runner:
docker model run hf.co/elinas/chronos-13b
LlaMa 2
#3
by Peeepy - opened
Would you retrain Chronos 13b on LLaMa 2 13b? It would be amazing if you would. Thanks!
It was released a few hours ago. I'll evaluate both 13b models then see how my pipeline handles it. Answer is most likely yes, though I don't have access to compute right now.
Hi, can you also make a 7B of it please. I don't have a powerful pc & your Chronos is really good.
I'm also willing to chip in.
add me on discord: elinas
If you want to donate, you can do so here. All proceeds will go toward Chronos Llama v2
https://ko-fi.com/elinas