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.
☆77Updated 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:
- ☆32Updated last year
- 📚 Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classifi…☆52Updated last year
- ☆12Updated last year
- LLM guided text clustering☆103Updated last year
- a curated list of the role of small models in the LLM era☆104Updated 11 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆37Updated 8 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆106Updated 2 years ago
- Code for our paper "Graph Language Models"☆74Updated last year
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆45Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆68Updated last year
- ☆52Updated 7 months ago
- Implementation for EACL 2024 paper "Corpus-Steered Query Expansion with Large Language Models"☆12Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆61Updated 9 months ago
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"☆135Updated last year
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆57Updated last year
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆96Updated 9 months ago
- Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs☆33Updated last year
- Finetune mistral-7b-instruct for sentence embeddings☆86Updated last year
- Text classification with Foundation Language Model LLaMA☆114Updated 2 years ago
- Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Lora☆51Updated last year
- Codebase accompanying the Summary of a Haystack paper.☆79Updated 11 months ago
- [ACL 2024 Findings] Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification☆15Updated 10 months ago
- ☆99Updated 4 years ago
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆83Updated last year
- Code/data for MARG (multi-agent review generation)☆49Updated 10 months ago
- Improving Text Embedding of Language Models Using Contrastive Fine-tuning☆64Updated last year
- ☆31Updated last year
- Benchmark baseline for retrieval qa applications☆116Updated last year
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [F…☆67Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆85Updated 8 months ago