openai-community
/

gpt2

Text Generation

text-generation-inference

Model card Files Files and versions

Instructions to use openai-community/gpt2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use openai-community/gpt2 with Transformers:

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

pipe = pipeline("text-generation", model="openai-community/gpt2")

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("openai-community/gpt2")
model = AutoModelForCausalLM.from_pretrained("openai-community/gpt2", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use openai-community/gpt2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "openai-community/gpt2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "openai-community/gpt2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/openai-community/gpt2

How to use openai-community/gpt2 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 "openai-community/gpt2" \
    --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": "openai-community/gpt2",
		"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 "openai-community/gpt2" \
        --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": "openai-community/gpt2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use openai-community/gpt2 with Docker Model Runner:
```
docker model run hf.co/openai-community/gpt2
```

Resources

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Security test discussion

#200 opened 11 days ago by

Update README.md

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Update README.md

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Update README.md

#193 opened 15 days ago by

كلام

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#191 opened 27 days ago by

[Hunt test artifact � please ignore]

#189 opened about 1 month ago by

Raphael

#188 opened about 1 month ago by

G052 CAS write test on foreign repo - authorized HackerOne testing 1789470293

#187 opened about 1 month ago by

0xmoose0xmoose0xmoose

Update README.md

#184 opened about 2 months ago by

Listed on OpenModelMap

#183 opened about 2 months ago by

Internal model structure preview

#182 opened 2 months ago by

Delete tokenizer.json

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Delete tokenizer.json

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Delete tokenizer.json

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Delete tokenizer.json

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Security test discussion

#169 opened 3 months ago by

IDOR mass assignment test

#168 opened 3 months ago by

IDOR PR test from 0xtest1231

#165 opened 3 months ago by

helo

#164 opened 4 months ago by

Interesting work — mobile AI perspective

#163 opened 4 months ago by

New architecture: TemporalMesh Transformer — dynamic kNN graph attention + per-token exit routing, 29.4 PPL at 48% compute

#160 opened 5 months ago by

Update model config to fix architecture mismatch

#159 opened 6 months ago by

Update config

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Add README security notice

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test PR

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Update README.md

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Gemini PTD Ambassador: Entropy Audit

#140 opened 9 months ago by

SECURITY REPORT: Recursive Collapse Limit Found at Gen 20

#139 opened 10 months ago by

Empty Description Test

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Changed Title via Mercury Framework Test

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Test Discussion

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test

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test

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trans

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Create ,ass

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#130 opened about 1 year ago by

nit

#129 opened about 1 year ago by

Update README.md

#128 opened about 1 year ago by

Sorry but whats the api_url?

#124 opened about 1 year ago by

The parameter, max_length, seems to be manipulated to some random value which is different with input, when tried to use for text-generation with pipeline.

#123 opened about 1 year ago by

pull

#122 opened over 1 year ago by

Mistral-Nemo-Instruct-2407 in ONNX?!?

#119 opened over 1 year ago by

Update README.md

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error 429

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Hi my name

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Vanderleiaovargas

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