alexriggio / BERT-LoRA-TensorRTLinks
This repository contains a custom implementation of the BERT model, fine-tuned for specific tasks, along with an implementation of Low Rank Approximation (LoRA). The models are optimized for high performance using NVIDIA's TensorRT.
β78Updated last year
Alternatives and similar repositories for BERT-LoRA-TensorRT
Users that are interested in BERT-LoRA-TensorRT are comparing it to the libraries listed below
Sorting:
- π Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classifiβ¦β54Updated 2 years ago
- Text classification with Foundation Language Model LLaMAβ113Updated 2 years ago
- a curated list of the role of small models in the LLM eraβ107Updated last year
- Code for our paper "Graph Language Models"β76Updated last year
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" bβ¦β45Updated last year
- Fine-tuning LLM with LoRA (Low-Rank Adaptation) from scratch (Oct 2023)β29Updated 3 months ago
- β34Updated last year
- Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphsβ34Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasetsβ188Updated last year
- Lightweight demos for finetuning LLMs. Powered by π€ transformers and open-source datasets.β78Updated last year
- LLM guided text clusteringβ105Updated 2 years ago
- β54Updated 9 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.β69Updated last year
- Open replication of DeepSeek R1 for text-to-graph extraction.β99Updated 9 months ago
- We want to try and evaluate LLMs using Knowledge Graphsβ109Updated 2 years ago
- β12Updated last year
- Scripts for fine-tuning Llama2 via SFT and DPO.β205Updated 2 years ago
- β33Updated last year
- [TACL, EMNLP 2025 Oral] Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Thrβ¦β32Updated last year
- This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)β339Updated 10 months ago
- Finetune mistral-7b-instruct for sentence embeddingsβ87Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]β86Updated 9 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.β37Updated 10 months ago
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [Fβ¦β68Updated last year
- Official implementation of A* Networksβ150Updated 2 years ago
- Plattform for building a RDF Knowledge Graph from text Sourcesβ55Updated 3 years ago
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embeddβ¦β61Updated 10 months ago
- Evaluation tools for Retrieval-augmented Generation (RAG) methods.β167Updated 11 months ago
- Open Implementations of LLM Analysesβ107Updated last year
- This is a repository of RALM surveys containing a summary of state-of-the-art RAG and other technologiesβ201Updated last year