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

Libraries

How to use callMeRover/college_compass with Transformers:

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

pipe = pipeline("text-generation", model="callMeRover/college_compass")

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

tokenizer = AutoTokenizer.from_pretrained("callMeRover/college_compass")
model = AutoModelForCausalLM.from_pretrained("callMeRover/college_compass", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use callMeRover/college_compass with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/callMeRover/college_compass

SGLang

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

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

college_compass

Commit History

Jun 28, 2023

12:49
Adding `safetensors` variant of this model⁠

SFconvertbot

4ef9630
12:46
Upload merges.txt with huggingface_hub

callMeRover

c6a9eac
12:46
Upload vocab.json with huggingface_hub

callMeRover

692016c
12:46
Upload training_args.bin with huggingface_hub

callMeRover

423d693
12:46
Upload added_tokens.json with huggingface_hub

callMeRover

9ea4118
12:46
Upload special_tokens_map.json with huggingface_hub

callMeRover

7a71f75
12:46
Upload tokenizer_config.json with huggingface_hub

callMeRover

e5d8e86
12:46
Upload pytorch_model.bin with huggingface_hub

callMeRover

789b845
12:45
Upload generation_config.json with huggingface_hub

callMeRover

6ecd375
12:45
Upload config.json with huggingface_hub

callMeRover

c1da3ee

Jun 27, 2023

22:53
Upload merges.txt with huggingface_hub

callMeRover

3d9b173
22:53
Upload vocab.json with huggingface_hub

callMeRover

eeca0b9
22:53
Upload added_tokens.json with huggingface_hub

callMeRover

2cbb5dc
22:53
Upload special_tokens_map.json with huggingface_hub

callMeRover

92bad66
22:53
Upload tokenizer_config.json with huggingface_hub

callMeRover

a646d14
22:53
Upload training_args.bin with huggingface_hub

callMeRover

52035cb
22:53
Upload pytorch_model.bin with huggingface_hub

callMeRover

2dd1d09
22:53
Upload generation_config.json with huggingface_hub

callMeRover

ff843cf
22:53
Upload config.json with huggingface_hub

callMeRover

11abf10
22:53
initial commit

callMeRover

92f2a6e

Commit History

Jun 28, 2023

Adding `safetensors` variant of this model⁠

Upload merges.txt with huggingface_hub

Upload vocab.json with huggingface_hub

Upload training_args.bin with huggingface_hub

Upload added_tokens.json with huggingface_hub

Upload special_tokens_map.json with huggingface_hub

Upload tokenizer_config.json with huggingface_hub

Upload pytorch_model.bin with huggingface_hub

Upload generation_config.json with huggingface_hub

Upload config.json with huggingface_hub

Jun 27, 2023

Upload merges.txt with huggingface_hub

Upload vocab.json with huggingface_hub

Upload added_tokens.json with huggingface_hub

Upload special_tokens_map.json with huggingface_hub

Upload tokenizer_config.json with huggingface_hub

Upload training_args.bin with huggingface_hub

Upload pytorch_model.bin with huggingface_hub

Upload generation_config.json with huggingface_hub

Upload config.json with huggingface_hub

initial commit