Instructions to use imumtozee/DA-ctrl-bot with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use imumtozee/DA-ctrl-bot with Transformers:

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

pipe = pipeline("text-generation", model="imumtozee/DA-ctrl-bot")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("imumtozee/DA-ctrl-bot")
model = AutoModelForCausalLM.from_pretrained("imumtozee/DA-ctrl-bot")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use imumtozee/DA-ctrl-bot with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/imumtozee/DA-ctrl-bot

SGLang

How to use imumtozee/DA-ctrl-bot 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 "imumtozee/DA-ctrl-bot" \
    --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": "imumtozee/DA-ctrl-bot",
		"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 "imumtozee/DA-ctrl-bot" \
        --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": "imumtozee/DA-ctrl-bot",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use imumtozee/DA-ctrl-bot with Docker Model Runner:
```
docker model run hf.co/imumtozee/DA-ctrl-bot
```

DA-ctrl-bot

Commit History

Adding `safetensors` variant of this model

160b579
verified

SFconvertbot commited on Feb 23, 2025

add tokenizer

6f403cb

Akhmadjonov Mumtozbek commited on May 2, 2022

add model

3c684e8

Akhmadjonov Mumtozbek commited on May 2, 2022

initial commit

d9bcf57

Akhmadjonov Mumtozbek commited on May 2, 2022

Commit History

Adding `safetensors` variant of this model 160b579 verified

add tokenizer 6f403cb

add model 3c684e8

initial commit d9bcf57

Adding `safetensors` variant of this model

160b579
verified

add tokenizer

6f403cb

add model

3c684e8

initial commit

d9bcf57