Instructions to use youssefedweqd/working with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use youssefedweqd/working with Transformers:

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

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

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("youssefedweqd/working", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use youssefedweqd/working with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/youssefedweqd/working

SGLang

How to use youssefedweqd/working 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 "youssefedweqd/working" \
    --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": "youssefedweqd/working",
		"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 "youssefedweqd/working" \
        --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": "youssefedweqd/working",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use youssefedweqd/working with Docker Model Runner:
```
docker model run hf.co/youssefedweqd/working
```

working / Model /LLaMA-Factory /wandb /debug-internal.log

youssefedweqd

Training in progress, step 1500

80a845c verified over 1 year ago

Raw History Blame Contribute Delete

811 Bytes

{"time":"2025-06-18T02:04:45.169771821Z","level":"INFO","msg":"stream: starting","core version":"0.19.9","symlink path":"/kaggle/working/LLaMA-Factory/wandb/run-20250618_020445-o5waoqcx/logs/debug-core.log"}
{"time":"2025-06-18T02:04:45.427972883Z","level":"INFO","msg":"created new stream","id":"o5waoqcx"}
{"time":"2025-06-18T02:04:45.428081239Z","level":"INFO","msg":"stream: started","id":"o5waoqcx"}
{"time":"2025-06-18T02:04:45.428182138Z","level":"INFO","msg":"sender: started","stream_id":"o5waoqcx"}
{"time":"2025-06-18T02:04:45.428270431Z","level":"INFO","msg":"handler: started","stream_id":"o5waoqcx"}
{"time":"2025-06-18T02:04:45.428273846Z","level":"INFO","msg":"writer: Do: started","stream_id":"o5waoqcx"}
{"time":"2025-06-18T02:04:45.721935563Z","level":"INFO","msg":"Starting system monitor"}

	{"time":"2025-06-18T02:04:45.169771821Z","level":"INFO","msg":"stream: starting","core version":"0.19.9","symlink path":"/kaggle/working/LLaMA-Factory/wandb/run-20250618_020445-o5waoqcx/logs/debug-core.log"}
	{"time":"2025-06-18T02:04:45.427972883Z","level":"INFO","msg":"created new stream","id":"o5waoqcx"}
	{"time":"2025-06-18T02:04:45.428081239Z","level":"INFO","msg":"stream: started","id":"o5waoqcx"}
	{"time":"2025-06-18T02:04:45.428182138Z","level":"INFO","msg":"sender: started","stream_id":"o5waoqcx"}
	{"time":"2025-06-18T02:04:45.428270431Z","level":"INFO","msg":"handler: started","stream_id":"o5waoqcx"}
	{"time":"2025-06-18T02:04:45.428273846Z","level":"INFO","msg":"writer: Do: started","stream_id":"o5waoqcx"}
	{"time":"2025-06-18T02:04:45.721935563Z","level":"INFO","msg":"Starting system monitor"}