Semanlink - LLM ; Text Embeddings AND Sentence Embeddings

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Arxiv Doc - BERT - BERT + Sentence Embeddings - Dataset quality - Embedding Model Fine-tuning - Frugal LLMs - LlamaIndex - LoRA - OpenAI GPT - Prompting/In-context learning - Quantization - RAG (Retrieval-Augmented Generation) - Sentence Embeddings - Synthetic Data - Tweet -

LLM ; Text Embeddings AND Sentence Embeddings

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6 Documents

LlamaIndex 🦙 sur X : "Fine-tuning Embedding Models for RAG with LoRA'

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2024-04-23 About

Jerry Liu sur X : "One major way to improve your RAG system is to fine-tune your embedding model"

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2023-08-25 About

skeskinen/bert.cpp: ggml implementation of BERT

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2023-05-09 About

[2202.08904] SGPT: GPT Sentence Embeddings for Semantic Search

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2023-04-25 About

Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."

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2023-04-05 About

[2201.04337] PromptBERT: Improving BERT Sentence Embeddings with Prompts

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2022-09-16 About