Offline batch inference, which leverages the flexibility of request batching to achieve higher throughput and lower costs, is becoming more popular for latency-insensitive applications. Meanwhile, recent progres
A high-throughput and memory-efficient inference and serving engine for LLMs - vllm/examples/offline_inference_neuron.py at main · caiom/vllm
desktop-appproductivityaichatbottext-generationself-hostedassistantagentsinference-engineragllamacpplocalaioffline-llm UpdatedApr 24, 2025 Python A private, free, offline-first chat application powered by Open Source AI models like DeepSeek, Llama, Mistral, etc. through Ollama. ...
This class is intended to be used for offline inference. For online serving, use the :class:taco_llm.AsyncLLMEngineclass instead. """ TACO-LLM 支持离线和在线两种模式,这两种模式的参数配置是一致的。因此,除了上述明确提到的参数外,您还可以设置任意 TACO-LLM 在线模式支持的参数。完整的参数配置请参...
output_dataset string The directory to save the augmented images and labels batch_size int The batch size of DALI dataloader include_masks boolean A flag specifying whether to load segmentation annotation when reading a COCO JSON file
examples/offline_inference/basic/async.py Outdated def __init__(self, **kwargs): self.args = AsyncEngineArgs(**kwargs) self.engine = AsyncLLMEngine.from_engine_args(self.args) Member njhill Apr 3, 2025 The v0 AsyncLLMEngine is now deprecated, could you change this to use Asyn...
Your current environment cann8beta1 torch 2.5.1 🐛 Describe the bug Here is my code llm = LLM( model="/home/ma-user/work/dataset/checkpointsulan/Qwen2_5_VL_3B_Instruct", tensor_parallel_size=2, max_model_len=2048, dtype="bfloat16", gpu_me...
📚 The doc issue Hi, I was just wondering why in the "Offline Inference Distributed" example, ds.map_batches() is used. I used this initially, but I am now splitting the dataset and using ray.remote() which has the advantage that I don't ...
## Offline Batched Inference With vLLM installed, you can start generating texts for list of input prompts (i.e. offline batch inferencing). See the example script: <gh-file:examples/offline_inference/offline_inference.py> With vLLM installed, you can start generating texts for list of input...
anythingllm.com jan Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM) https://github.com/janhq/jan jan.ai/ Llama.cpp https://github.com/ggerganov/llama.cpp Inference of Meta's LLaMA model (and ot...