Instructions to use akoksal/LongForm-OPT-6.7B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use akoksal/LongForm-OPT-6.7B with Transformers:

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

pipe = pipeline("text-generation", model="akoksal/LongForm-OPT-6.7B")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("akoksal/LongForm-OPT-6.7B")
model = AutoModelForCausalLM.from_pretrained("akoksal/LongForm-OPT-6.7B")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use akoksal/LongForm-OPT-6.7B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "akoksal/LongForm-OPT-6.7B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "akoksal/LongForm-OPT-6.7B",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/akoksal/LongForm-OPT-6.7B

SGLang

How to use akoksal/LongForm-OPT-6.7B 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 "akoksal/LongForm-OPT-6.7B" \
    --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": "akoksal/LongForm-OPT-6.7B",
		"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 "akoksal/LongForm-OPT-6.7B" \
        --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": "akoksal/LongForm-OPT-6.7B",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use akoksal/LongForm-OPT-6.7B with Docker Model Runner:
```
docker model run hf.co/akoksal/LongForm-OPT-6.7B
```

LongForm-OPT-6.7B

Commit History

Update README.md

bd0355c
verified

akoksal commited on Mar 5, 2024

Update README.md

fba531c
verified

akoksal commited on Mar 5, 2024

Update README.md

33bd403

akoksal commited on May 23, 2023

Update README.md

690de87

akoksal commited on Apr 26, 2023

Update README.md

1fc27eb

akoksal commited on Apr 26, 2023

Update README.md

6d3f295

akoksal commited on Apr 26, 2023

Update README.md

7344ca9

akoksal commited on Apr 26, 2023

Update README.md

889061c

akoksal commited on Apr 17, 2023

Update README.md

83ae1aa

akoksal commited on Apr 17, 2023

Update README.md

902dfe0

akoksal commited on Apr 16, 2023

Update README.md

f4cf071

akoksal commited on Apr 16, 2023

Update README.md

171dba5

akoksal commited on Apr 16, 2023

first commit

d21a7f7

Abdullatif Koksal commited on Apr 13, 2023

first commit

38e93af

Abdullatif Koksal commited on Apr 13, 2023

initial commit

0cc994d

akoksal commited on Apr 12, 2023

Commit History

Update README.md bd0355c verified

Update README.md fba531c verified

Update README.md 33bd403

Update README.md 690de87

Update README.md 1fc27eb

Update README.md 6d3f295

Update README.md 7344ca9

Update README.md 889061c

Update README.md 83ae1aa

Update README.md 902dfe0

Update README.md f4cf071

Update README.md 171dba5

first commit d21a7f7

first commit 38e93af

initial commit 0cc994d

Update README.md

bd0355c
verified

Update README.md

fba531c
verified

Update README.md

33bd403

Update README.md

690de87

Update README.md

1fc27eb

Update README.md

6d3f295

Update README.md

7344ca9

Update README.md

889061c

Update README.md

83ae1aa

Update README.md

902dfe0

Update README.md

f4cf071

Update README.md

171dba5

first commit

d21a7f7

first commit

38e93af

initial commit

0cc994d