Instructions to use MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28 with Transformers:

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

pipe = pipeline("text-generation", model="MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28")
model = AutoModelForCausalLM.from_pretrained("MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28

SGLang

How to use MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28 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/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28" \
    --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/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28",
		"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/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28" \
        --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/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28 with Docker Model Runner:
```
docker model run hf.co/MaziyarPanahi/NeuralsirkrishnaShadow_Multi_verse_modelExperiment28
```

Upload folder using huggingface_hub

by MaziyarPanahi - opened Apr 9, 2024

base: refs/heads/main

←

from: refs/pr/1

Discussion Files changed

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-0

MaziyarPanahi

Owner Apr 9, 2024

•

edited Apr 9, 2024

Upload folder using huggingface_hub

Multi commit ID: b27c723102d56652c46eddf74a82b3c7376a33cfb14a754ac981fbffd7195c11

Scheduled commits:

Upload 1 file(s) totalling 9.8G (9cfe093f61330fc120a4b3beb794cd8235c33957d2cfc2907b4b99302f8d08cf)
Upload 1 file(s) totalling 4.7G (592de0aad2cc1f08fc52128d842fb9dd02f9e1964b315aa5fbb1847271d21afb)
Upload 8 file(s) totalling 2.3M (6530361f1c5e062d8550c0af8cd936470359f68bd8539a9f067c624c2dd07d40)

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.

9cfe093f61330fc120a4b3beb794cd8235c33957d2cfc2907b4b99302f8d08cf208d5135

592de0aad2cc1f08fc52128d842fb9dd02f9e1964b315aa5fbb1847271d21afb26a9c75f

MaziyarPanahi changed pull request title from [WIP] Upload folder using huggingface_hub (multi-commit b27c723102d56652c46eddf74a82b3c7376a33cfb14a754ac981fbffd7195c11) to Upload folder using huggingface_hub Apr 9, 2024

MaziyarPanahi

Owner Apr 9, 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 9, 2024

6530361f1c5e062d8550c0af8cd936470359f68bd8539a9f067c624c2dd07d402c8ec982

MaziyarPanahi

Owner Apr 9, 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 9, 2024

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