Text Generation Inference（TGI）是 HuggingFace 推出的一个项目，作为支持 HuggingFace Inference API 和 Hugging Chat 上的LLM 推理的工具，旨在支持大型语言模型的优化推理。代码仓库 GitHub:https://github.com/huggingface/text-generation-inference 主
Text Generation Inference(TGI)是HuggingFace推出的大模型推理部署框架,支持主流大模型和主流大模型量化方案,相对其他大模型推理框架框架TGI的特色是联用Rust和Python达到服务效率和业务灵活性的平衡。 因为工作需要,笔者对TGI的源码进行过一定的阅读和修改。在这个系列文章中对TGI的设计进行分析,以期能给类似需求的朋友提供...
volume=$PWD/data sudo docker run --gpus all --shm-size 1g -p 8080:80 -v $volume:/data ghcr.io/huggingface/text-generation-inference:0.9 --model-id tiiuae/falcon-7b-instruct --num-shard 1 --quantize bitsandbytes Powered By Make sure that the Docker image remains active for the dur...
DeepSpeed-FastGen, a system that employs Dynamic SplitFuse, a novel prompt and generation composition strategy, to deliver up to 2.3x higher effective throughput, 2x lower latency on average, and up to 3.7x lower (token-level) tail latency, compared to state-of-the-art systems like vLLM. ...
text-generation-inference/server/text_generation_server/models/causal_lm.py Line 634 in07bed53 tokenizer.pad_token_id=model.config.eos_token_id Script: from transformers import AutoTokenizer from transformers import AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained('meta-llama/Llama-3.2-...
Purpose This PR is intended to support the MiniMaxText01 model inference. It can run on a single machine with 8xH800 and 8xH20, where a single H800 machine can handle a maximum context input of 2 m...
Access toAmazon SageMaker Studioor a SageMaker notebook instance, or an interactive development environment (IDE) such as PyCharm or Visual Studio Code. We recommend using SageMaker Studio for straightforward deployment and inference. Fine-tune Meta Llama ...
Amazon Titan Text Embeddings V2 is the second-generation embedding model for Amazon Bedrock, optimized for some of the most common customer use cases we have seen with our customers. Some of the key features include: Optimized for RAG solutions ...
But that’s not really the aim of Parler-TTS. Rather, it’s good in contexts that require personalized and natural-sounding speech generation, such as voice assistants and possibly even accessibility tooling to aid visual impairments by announcing content. ...
[NL2SQL基础系列(1):业界顶尖排行榜、权威测评数据集及LLM大模型(Spider vs BIRD)全面对比优劣分析[Text2SQL、Text2DSL]]([链接])