我们很高兴官宣发布,这是一个由 Hugging Face 和 LangChain 共同维护的 LangChain 合作伙伴包。这个新的 Python 包旨在将 Hugging Face 最新功能引入 LangChain 并保持同步。 源自社区,服务社区 目前,LangChain中所有与 Hugging Face 相关的类都是由社区贡献的。虽然我们以此为基础蓬勃发展,但随着时间的推移,其中一...
This suggests that the field has yet to converge on a universal text embedding method and scale it up sufficiently to provide state-of-the-art results on all embedding tasks. MTEB comes with open-source code and a public leaderboard at https://huggingface.co/spaces/mteb/leaderboard. 2022/09...
model-cards.md mteb.md notebooks-hub.md nystromformer.md open_rail.md openvino.md opinion-classification-with-kili.md optimum-inference.md optimum-onnxruntime-training.md os-llms.md owkin-substra.md paddlepaddle.md panel-on-hugging-face.md peft.md perceiver.md playlist-generat...
📖 This 3-part video series shows the theory on how to train state-of-the-art sentence embedding models. We presented at PyTorch Community Voices and participated in a QA (video). Hugging Face has collaborated with NLP in Spanish and SpainAI in a Spanish course that teaches c...
(NLP), operating these large models in\non-the-edge and/or under constrained computational training or inference\nbudgets remains challenging. In this work, we propose a method to pre-train a\nsmaller general-purpose language representation model, called DistilBERT, which\ncan then be fine-...
They are used to encapsulate the overall process of every Natural Language Processing task, such as text cleaning, tokenization, embedding, etc. The pipeline() method has the following structure: fromtransformersimportpipeline# To use a default model & tokenizer for a given task(e.g. question-an...
通过Langchain 合作伙伴包这个方式,我们的目标是缩短将 Hugging Face 生态系统中的新功能带给 LangChain 用户所需的时间。 langchain-huggingface与 LangChain 无缝集成,为在 LangChain 生态系统中使用 Hugging Face 模型提供了一种可用且高效的方法。这种伙伴关系不仅仅涉及到技术贡献,还展示了双方对维护和不断改进这...
📖 This 3-part video series shows the theory on how to train state-of-the-art sentence embedding models. We presented at PyTorch Community Voices and participated in a QA (video). Hugging Face has collaborated with NLP in Spanish and SpainAI in a Spanish course that teaches...
📖 This 3-part video series shows the theory on how to train state-of-the-art sentence embedding models. We presented at PyTorch Community Voices and participated in a QA (video). Hugging Face has collaborated with NLP in Spanish and SpainAI in a Spanish course that teaches...
On the left, the Hugging Face logo - on the right, a shuffled Hugging Face logo, which is quite a different new image. This is not the case for a graph: if you shuffle its edge list or the columns of its adjacency matrix, it is still the same graph. (We explain this ...