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

Libraries

How to use jtglover/stageinternaltesting with Transformers:

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

pipe = pipeline("text-generation", model="jtglover/stageinternaltesting")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("jtglover/stageinternaltesting")
model = AutoModelForCausalLM.from_pretrained("jtglover/stageinternaltesting")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use jtglover/stageinternaltesting with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/jtglover/stageinternaltesting

SGLang

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

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

Upload folder using huggingface_hub

by jtglover - opened Mar 8, 2024

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

+93506

-0

jtglover

Owner Mar 8, 2024

•

edited Mar 8, 2024

Upload folder using huggingface_hub

Multi commit ID: f71ec0e9a948115eb259c851bd97a5fc0d37dba314a30db7530f5c574262ebd5

Scheduled commits:

Upload 1 file(s) totalling 4.9G (422ad1b4f45802389ffcd33722ee54f137dc81193072034fe3dee2363c24f416)
Upload 1 file(s) totalling 4.9G (b7d5af3e9afafed188c68cf7b7413fb69176eda5ec4605044291674976075639)
Upload 1 file(s) totalling 3.6G (79968badbb425cdbd4d7ebf9a9c6716035b0a7bc41e11e5c21daabbdc9b7b514)
Upload 6 file(s) totalling 2.3M (2723c983f3f945e49440128fd0490ddb6890b13607e75fb5f49d5ee79ad41bbb)

This is a PR opened using the huggingface_hub library in the context of a multi-commit. PR can be commented as a usual PR. However, please be aware that manually updating the PR description, changing the PR status, or pushing new commits, is not recommended as it might corrupt the commit process. Learn more about multi-commits in this guide.

422ad1b4f45802389ffcd33722ee54f137dc81193072034fe3dee2363c24f41614c4cbf3

b7d5af3e9afafed188c68cf7b7413fb69176eda5ec46050442916749760756396b517703

79968badbb425cdbd4d7ebf9a9c6716035b0a7bc41e11e5c21daabbdc9b7b514fc5c6e75

jtglover changed pull request title from [WIP] Upload folder using huggingface_hub (multi-commit f71ec0e9a948115eb259c851bd97a5fc0d37dba314a30db7530f5c574262ebd5) to Upload folder using huggingface_hub Mar 8, 2024

2723c983f3f945e49440128fd0490ddb6890b13607e75fb5f49d5ee79ad41bbbcc4d7ec4

jtglover

Owner Mar 8, 2024

create_pr=False has been passed so PR is automatically merged.

This is a comment posted using the huggingface_hub library in the context of a multi-commit. Learn more about multi-commits in this guide.

jtglover changed pull request status to merged Mar 8, 2024

jtglover

Owner Mar 8, 2024

Multi-commit is now completed! You can ping the repo owner to review the changes. This PR can now be commented or modified without risking to corrupt it.

This is a comment posted using the huggingface_hub library in the context of a multi-commit. Learn more about multi-commits in this guide.

jtglover changed pull request status to open Mar 8, 2024

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