Instructions to use kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2 with Transformers:

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

pipe = pipeline("text-generation", model="kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2")
model = AutoModelForCausalLM.from_pretrained("kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2

SGLang

How to use kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2 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 "kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2" \
    --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": "kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2",
		"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 "kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2" \
        --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": "kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2 with Docker Model Runner:
```
docker model run hf.co/kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2
```

kim512 commited on May 25, 2024

Commit

7f28223

verified ·

1 Parent(s): 4c9e6ab

Upload README.md with huggingface_hub

Browse files

Files changed (1) hide show

README.md +5 -5

README.md CHANGED Viewed

@@ -13,11 +13,11 @@ base_model:
 # EXL2 quants of [jdqwoi/TooManyMixRolePlay-7B-Story](https://huggingface.co/jdqwoi/TooManyMixRolePlay-7B-Story)
-[4.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2)
-[5.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-5.0bpw-exl2)
-[6.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-6.0bpw-exl2)
-[7.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-7.0bpw-exl2)
-[8.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-8.0bpw-exl2)
 # TooManyMixRolePlay-7B-Story

 # EXL2 quants of [jdqwoi/TooManyMixRolePlay-7B-Story](https://huggingface.co/jdqwoi/TooManyMixRolePlay-7B-Story)
+[4.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-4.0bpw-exl2)
+[5.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-5.0bpw-exl2)
+[6.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-6.0bpw-exl2)
+[7.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-7.0bpw-exl2)
+[8.00 bits per weight](https://huggingface.co/kim512/TooManyMixRolePlay-7B-Story-8.0bpw-exl2)
 # TooManyMixRolePlay-7B-Story