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

Libraries

How to use DemocracyStudio/generate_nft_content with Transformers:

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

pipe = pipeline("text-generation", model="DemocracyStudio/generate_nft_content")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("DemocracyStudio/generate_nft_content")
model = AutoModelForCausalLM.from_pretrained("DemocracyStudio/generate_nft_content")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use DemocracyStudio/generate_nft_content with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/DemocracyStudio/generate_nft_content

SGLang

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

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

jcarbonnell commited on Jun 14, 2022

Commit

0ca2566

1 Parent(s): 866c7ed

add tokenizer

Browse files

Files changed (5) hide show

added_tokens.json +1 -0
merges.txt +0 -0
special_tokens_map.json +1 -0
tokenizer_config.json +1 -0
vocab.json +0 -0

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1	+ {"<\|startoftext\|>": 50257, "<\|pad\|>": 50258}

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special_tokens_map.json ADDED Viewed

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+ {"bos_token": {"content": "<|startoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "eos_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "unk_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "pad_token": {"content": "<|pad|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}}

tokenizer_config.json ADDED Viewed

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+ {"errors": "replace", "unk_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<|startoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "<|endoftext|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "pad_token": {"content": "<|pad|>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": false, "add_bos_token": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "gpt2-medium", "tokenizer_class": "GPT2Tokenizer"}

vocab.json ADDED Viewed

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