Kwaipilot
/

KAT-Dev

Text Generation

text-generation-inference

Model card Files Files and versions

Instructions to use Kwaipilot/KAT-Dev with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Kwaipilot/KAT-Dev with Transformers:

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

pipe = pipeline("text-generation", model="Kwaipilot/KAT-Dev")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Kwaipilot/KAT-Dev")
model = AutoModelForCausalLM.from_pretrained("Kwaipilot/KAT-Dev")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Inference
Notebooks
Google Colab
Kaggle
Local Apps

How to use Kwaipilot/KAT-Dev with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Kwaipilot/KAT-Dev"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Kwaipilot/KAT-Dev",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/Kwaipilot/KAT-Dev

How to use Kwaipilot/KAT-Dev 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 "Kwaipilot/KAT-Dev" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Kwaipilot/KAT-Dev",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

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 "Kwaipilot/KAT-Dev" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Kwaipilot/KAT-Dev",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use Kwaipilot/KAT-Dev with Docker Model Runner:
```
docker model run hf.co/Kwaipilot/KAT-Dev
```

Resources

View closed (0)

evaluation methodology for humaneval

#15 opened 6 months ago by

Will there be fix new proper model or jinja template fix for Roocode/Cline/Goose etc.?

#14 opened 7 months ago by

Add pipeline tag, paper link, and project page metadata

#13 opened 7 months ago by

KAT-DEV 33B no longer working with Jan.ai 0.7.2 - Cline / LMstudio v0.3.31b4 - Cline

#12 opened 7 months ago by

Is KAT-Dev supposed to be that much slower than QWEN?

#11 opened 7 months ago by deleted

之前的微信群二维码能再发一次吗

#10 opened 7 months ago by

Well I tried the new DevQuasar Kwaipilot.KAT-Dev.Q8_0.gguf - Lmstudio and Jan.ai errors out:

#9 opened 7 months ago by

why Kat-Dev worse then Qwen3-coder 30B?

#8 opened 7 months ago by

MarCognity-AI for Kwaipilot/KAT-Dev

#7 opened 7 months ago by

KAT-Coder is Here — We’d Love to Hear From You!

#6 opened 8 months ago by

running parameters?

#5 opened 8 months ago by

Try Our New Model - Your Feedback Matters!

#4 opened 8 months ago by

已深度体验，效果很好！！为国产群魔乱舞加一杯羹

#3 opened 8 months ago by

Endoftext spam at the end of every request

#2 opened 8 months ago by

awq version please

#1 opened 8 months ago by