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Effectively Annotate Text Data for Transformers via Active Learning using Cleanlab

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# What does this PR do? Demonstrating how to effectively annotate text data for Transformer models using active learning, specifically leveraging the Cleanlab open-source package. * Introduction to active learning...

aravindputrevu

Fix typos and update several links in notebook «Advanced RAG on Hugging Face»

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- Fix some typos - Add some missing words - Update several links Btw: Very helpful notebooks - thanks for making this available. Very much appreciated. 👍

rnckp

Translate to Simplified Chinese (zh-CN)

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Hi ! I'm doing some RAG research, and I just found your guys' post on this cookbook tutorial. it was awesome. I want to translate it into Chinese. I'm not...

innovation64

Feat: Spanish Version

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# What does this PR do? - [x] Init repo with good structure - [x] Translate _toctree.yml and to index.md - [ ] Translate all pages Fixes # (issue) ##...

josermarinr

Update Chinese version

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Update all those articles in Chinese version - rag_llamaindex_librarian - rag_with_HF_gemma_Mongodb - stable_diffusion_interpolation - tgi_messages_api_demo - prompt_tuning_peft - labelling_feedback_setfit - pipeline_notus_instructions_preferences_legal - semantic_cache_chroma_vector_database - llm_judge @adeenayakup @MKhalusova

innovation64

[Draft] Add constrained generation cookbook

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# What does this PR do? Add a cookbook on constrained generation. ## Who can review? @MKhalusova

aymeric-roucher

Finetuning Starcoder2 for python copilot

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# What does this PR do? This adds a new article on how to finetune starcoder2 for a python copilot At the moment, please tag @MKhalusova

Exorust

Train

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I want to train a neural network to automatically compile a table of contents, tell me how to properly mark up documents so that it identifies paragraphs, chapters, page numbers,...

SpaceGelato

RAG: Question Answering using Gemma, Elasticsearch & langchain

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This is Ashish from [Elastic](https://www.elastic.co/). I'm interested in sharing a notebook that showcases RAG implementation using Elasticsearch. The notebook will illustrate how we generate vectors using Elastic's ELSER model and...

ashishtiwari1993

Update rag_llamaindex_librarian.ipynb

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Add a small change - make sure that the reader has pulled llama2 prior to running the example. # What does this PR do? Add a small change - make...

javapapo