Instructions to use spuun/kekbot-mini with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use spuun/kekbot-mini with Transformers:

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

pipe = pipeline("text-generation", model="spuun/kekbot-mini")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("spuun/kekbot-mini")
model = AutoModelForCausalLM.from_pretrained("spuun/kekbot-mini")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use spuun/kekbot-mini with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/spuun/kekbot-mini

SGLang

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

Docker Model Runner
How to use spuun/kekbot-mini with Docker Model Runner:
```
docker model run hf.co/spuun/kekbot-mini
```

kekbot-mini

Commit History

Adding `safetensors` variant of this model

53a8766

SFconvertbot commited on Aug 11, 2023

Neevermind.

cb10ba5

spuun commited on Jun 12, 2022

I'm not sure if this'll work lol

56b0a4d

spuun commited on Jun 12, 2022

Fix example

c166138

spuun commited on Jun 12, 2022

Add model.

8a38084

spuun commited on Jun 12, 2022

initial commit

b9da828

spuun commited on Jun 12, 2022

Commit History

Adding `safetensors` variant of this model 53a8766

Neevermind. cb10ba5

I'm not sure if this'll work lol 56b0a4d

Fix example c166138

Add model. 8a38084

initial commit b9da828

Adding `safetensors` variant of this model

53a8766

Neevermind.

cb10ba5

I'm not sure if this'll work lol

56b0a4d

Fix example

c166138

Add model.

8a38084

initial commit

b9da828