Instructions to use gameofdimension/cs324-length-control with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use gameofdimension/cs324-length-control with Transformers:

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

pipe = pipeline("text-generation", model="gameofdimension/cs324-length-control")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("gameofdimension/cs324-length-control")
model = AutoModelForCausalLM.from_pretrained("gameofdimension/cs324-length-control")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use gameofdimension/cs324-length-control with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "gameofdimension/cs324-length-control"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "gameofdimension/cs324-length-control",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/gameofdimension/cs324-length-control

SGLang

How to use gameofdimension/cs324-length-control 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 "gameofdimension/cs324-length-control" \
    --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": "gameofdimension/cs324-length-control",
		"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 "gameofdimension/cs324-length-control" \
        --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": "gameofdimension/cs324-length-control",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use gameofdimension/cs324-length-control with Docker Model Runner:
```
docker model run hf.co/gameofdimension/cs324-length-control
```

cs324-length-control

Commit History

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Commit History

Training in progress, step 6000 9db80e1

Training in progress, step 4500 d92b1e6

Training in progress, step 3000 52ea92c

Training in progress, step 1500 36c6a2e

Training in progress, step 2000 fc139c7

Update README.md 1273a42

Adding `safetensors` variant of this model (#2) 29e2ae2

Update README.md 2b0d10b

add model card 2491b7b

Create README.md 060ab02

Training in progress, step 10000 76accc1

Training in progress, step 5000 8654d62

initial commit d5adb66

Training in progress, step 6000

9db80e1

Training in progress, step 4500

d92b1e6

Training in progress, step 3000

52ea92c

Training in progress, step 1500

36c6a2e

Training in progress, step 2000

fc139c7

Update README.md

1273a42

Adding `safetensors` variant of this model (#2)

29e2ae2

Update README.md

2b0d10b

add model card

2491b7b

Create README.md

060ab02

Training in progress, step 10000

76accc1

Training in progress, step 5000

8654d62

initial commit

d5adb66