Instructions to use LTX-Test-Renamed/model-name with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use LTX-Test-Renamed/model-name with Transformers:

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

pipe = pipeline("text-generation", model="LTX-Test-Renamed/model-name")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("LTX-Test-Renamed/model-name")
model = AutoModelForCausalLM.from_pretrained("LTX-Test-Renamed/model-name")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use LTX-Test-Renamed/model-name with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/LTX-Test-Renamed/model-name

SGLang

How to use LTX-Test-Renamed/model-name 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 "LTX-Test-Renamed/model-name" \
    --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": "LTX-Test-Renamed/model-name",
		"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 "LTX-Test-Renamed/model-name" \
        --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": "LTX-Test-Renamed/model-name",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use LTX-Test-Renamed/model-name with Docker Model Runner:
```
docker model run hf.co/LTX-Test-Renamed/model-name
```

model-name / config.json

barakyoresh

Upload folder using huggingface_hub

f7e7356 verified 28 days ago

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	{
	"architectures": [
	"GPT2LMHeadModel"
	],
	"model_type": "gpt2",
	"vocab_size": 256,
	"n_positions": 64,
	"n_embd": 32,
	"n_layer": 2,
	"n_head": 4,
	"n_inner": 128,
	"activation_function": "gelu_new",
	"resid_pdrop": 0.1,
	"embd_pdrop": 0.1,
	"attn_pdrop": 0.1,
	"layer_norm_epsilon": 1e-05,
	"initializer_range": 0.02,
	"bos_token_id": 0,
	"eos_token_id": 0,
	"torch_dtype": "float32",
	"transformers_version": "4.44.0"
	}