Instructions to use StableQuant/Qwen-Templates-Rebuild-Project with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use StableQuant/Qwen-Templates-Rebuild-Project with Transformers:

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

pipe = pipeline("text-generation", model="StableQuant/Qwen-Templates-Rebuild-Project")

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("StableQuant/Qwen-Templates-Rebuild-Project", dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use StableQuant/Qwen-Templates-Rebuild-Project with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/StableQuant/Qwen-Templates-Rebuild-Project

SGLang

How to use StableQuant/Qwen-Templates-Rebuild-Project 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 "StableQuant/Qwen-Templates-Rebuild-Project" \
    --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": "StableQuant/Qwen-Templates-Rebuild-Project",
		"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 "StableQuant/Qwen-Templates-Rebuild-Project" \
        --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": "StableQuant/Qwen-Templates-Rebuild-Project",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use StableQuant/Qwen-Templates-Rebuild-Project with Docker Model Runner:
```
docker model run hf.co/StableQuant/Qwen-Templates-Rebuild-Project
```

Tool loop - Hermes

by szwedek - opened 5 days ago

Discussion

szwedek

5 days ago

When I'm trying to create a schedule in Hermes, I'm getting a loop:
May 21 15:51:07 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=79; cronjob has failed 79 times with identical arguments. This looks like a lo
May 21 15:51:11 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:11 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=80; cronjob has failed 80 times with identical arguments. This looks like a lo
May 21 15:51:15 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:15 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=81; cronjob has failed 81 times with identical arguments. This looks like a lo
May 21 15:51:19 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:19 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=82; cronjob has failed 82 times with identical arguments. This looks like a lo
May 21 15:51:23 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:23 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=83; cronjob has failed 83 times with identical arguments. This looks like a lo
May 21 15:51:27 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:27 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=84; cronjob has failed 84 times with identical arguments. This looks like a lo
May 21 15:51:32 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:32 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=85; cronjob has failed 85 times with identical arguments. This looks like a lo
May 21 15:51:36 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}
May 21 15:51:36 ai python[732479]: [Tool loop warning: repeated_exact_failure_warning; count=86; cronjob has failed 86 times with identical arguments. This looks like a lo
May 21 15:51:40 ai python[732479]: WARNING agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "schedule is required for create", "success": false}

Tools in Hermes work with foggeric's template.

szwedek changed discussion status to closed 5 days ago

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