Instructions to use MaziyarPanahi/Experiment28M7_ShadowExperiment24 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use MaziyarPanahi/Experiment28M7_ShadowExperiment24 with Transformers:

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

pipe = pipeline("text-generation", model="MaziyarPanahi/Experiment28M7_ShadowExperiment24")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/Experiment28M7_ShadowExperiment24")
model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/Experiment28M7_ShadowExperiment24", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use MaziyarPanahi/Experiment28M7_ShadowExperiment24 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "MaziyarPanahi/Experiment28M7_ShadowExperiment24"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "MaziyarPanahi/Experiment28M7_ShadowExperiment24",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/MaziyarPanahi/Experiment28M7_ShadowExperiment24

SGLang

How to use MaziyarPanahi/Experiment28M7_ShadowExperiment24 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 "MaziyarPanahi/Experiment28M7_ShadowExperiment24" \
    --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": "MaziyarPanahi/Experiment28M7_ShadowExperiment24",
		"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 "MaziyarPanahi/Experiment28M7_ShadowExperiment24" \
        --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": "MaziyarPanahi/Experiment28M7_ShadowExperiment24",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use MaziyarPanahi/Experiment28M7_ShadowExperiment24 with Docker Model Runner:
```
docker model run hf.co/MaziyarPanahi/Experiment28M7_ShadowExperiment24
```

Upload folder using huggingface_hub

by MaziyarPanahi - opened Apr 8, 2024

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

+91299

-0

MaziyarPanahi

Owner Apr 8, 2024

•

edited Apr 8, 2024

Upload folder using huggingface_hub

Multi commit ID: d6bda87305c73119cb0a090b9aa52bbc04fc5594e1f1c102c72d9bd1375c1d7b

Scheduled commits:

Upload 1 file(s) totalling 9.8G (5f7474cdcda2d5845d8fa259c96dc4f613883dcbd95afa54bcb6ae18a50fb974)
Upload 1 file(s) totalling 4.7G (409e63eb17d547de7f7618e32433456f0b71b879e5f362e51b5ca9184bcaec4c)
Upload 8 file(s) totalling 2.3M (91359808ac3b1d5011cc6de39809aae6df7458ca51055ff05ae58abb0b4b7b39)

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.

5f7474cdcda2d5845d8fa259c96dc4f613883dcbd95afa54bcb6ae18a50fb974b4424dfd

409e63eb17d547de7f7618e32433456f0b71b879e5f362e51b5ca9184bcaec4cd9312016

91359808ac3b1d5011cc6de39809aae6df7458ca51055ff05ae58abb0b4b7b395a280fb9

MaziyarPanahi changed pull request title from [WIP] Upload folder using huggingface_hub (multi-commit d6bda87305c73119cb0a090b9aa52bbc04fc5594e1f1c102c72d9bd1375c1d7b) to Upload folder using huggingface_hub Apr 8, 2024

MaziyarPanahi

Owner Apr 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.

MaziyarPanahi changed pull request status to open Apr 8, 2024

MaziyarPanahi

Owner Apr 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.

MaziyarPanahi changed pull request status to merged Apr 8, 2024

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