对于 Python,我们将使用Text Generation Inference 的客户端,对于 JavaScript,我们将使用HuggingFace.js 库。 使用Python 流式传输请求 首先,你需要安装huggingface_hub库: pip install -U huggingface_hub 我们可以创建一个InferenceClient,提供我们的端点 URL 和凭据以及我们想要使用的超参数。 fromhuggingface_hubimportIn...
This PR updates the inference client and types following the latest TGI updates: adds adapter_id to text-generation to chose whih LoRA should be loaded (cc @datavistics) adds response_format to ch...
对于 Python,我们将使用 Text Generation Inference 的客户端,对于 JavaScript,我们将使用HuggingFace.js库 4.1 使用 Python 传输请求 首先,需要安装文本生成客户端 pip install text-generation 我们可以创建一个客户端,提供我们的端点 URL 和凭证以及我们想要使用的超参数 from text_generation import Client # HF Infer...
client.text_generation(prompt="What is the distance to the Moon?", max_new_tokens=512) With this client, we can use streaming, so new tokens will appear one by one: from huggingface_hub import InferenceClient client = InferenceClient(model="http://127.0.0.1:5000") ...
Fix async client timeout by @hugoabonizio inhttps://github.com/huggingface/text-generation-inference/pull/1617 accept legacy request format and response by @drbh inhttps://github.com/huggingface/text-generation-inference/pull/1527 add missing stop parameter for chat request by @drbh inhttps://...
我们将使用 falcon-40b-instruct,它是在 Open LLM Leaderboard 上排名最高的开源LLM之一,使用 Inference Endpoint 进行推理。 # Helper function import requests, json from text_generation import Client #FalcomLM-instruct endpoint on the text_generation library client = Client(os.environ['HF_API_FALCOM_BASE...
Fixing top_k tokens when k ends up < 0 by @Narsil inhttps://github.com/huggingface/text-generation-inference/pull/966 small fix on idefics by @VictorSanh inhttps://github.com/huggingface/text-generation-inference/pull/954 chore(client): Support Pydantic 2 by @JelleZijlstra inhttps://githu...
Text-Generation-Inference, aka TGI, is a project we started earlier this year to power optimized inference of Large Language Models, as an internal tool to power LLM inference on the Hugging Face Inference API and later Hugging Chat. Sin...
If you are runningtext-generation-inferenceinsideKubernetes. You can also add Shared Memory to the container by creating a volume with: -name:shmemptyDir:medium:MemorysizeLimit:1Gi and mounting it to/dev/shm. Finally, you can also disable SHM sharing by using theNCCL_SHM_DISABLE=1environment ...
与推理端点 (Inference Endpoints) 的集成 使用🤗 TRL 在单个 GPU 上对 Gemma 进行微调的示例 Gemma 是什么? Gemma 是 Google 基于 Gemini 技术推出的四款新型大型语言模型(LLM),提供了 2B 和 7B 两种不同规模的版本,每种都包含了预训练基础版本和经过指令优化的版本。所有版本均可在各类消费级硬件上运行,无...