StenoType
Collection
Collection of models and datasets for TypeScript-related projects from Ming-Ho Yee's dissertation (https://doi.org/10.17760/D20653005). • 3 items • Updated
How to use from
SGLangInstall from pip and serve model
# Install SGLang from pip:
pip install sglang# Start the SGLang server:
python3 -m sglang.launch_server \
--model-path "nuprl/stenotype" \
--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": "nuprl/stenotype",
"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 "nuprl/stenotype" \
--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": "nuprl/stenotype",
"prompt": "Once upon a time,",
"max_tokens": 512,
"temperature": 0.5
}'Quick Links
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StenoType
Type migration with large language models for code. Migrates JavaScript to TypeScript by predicting type annotations and generating type definitions.
This model is based on StarCoderBase-7b and fine-tuned on TypeScript examples derived from The Stack.
Please see the GitHub repository for more information.
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