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:
- ☆30Updated 11 months ago
- 📚 Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classifi…☆50Updated last year
- ☆48Updated 5 months ago
- a curated list of the role of small models in the LLM era☆101Updated 9 months ago
- Finetune mistral-7b-instruct for sentence embeddings☆84Updated last year
- Official repository for RAGViz: Diagnose and Visualize Retrieval-Augmented Generation [EMNLP 2024]☆85Updated 5 months ago
- Code, datasets, and checkpoints for the paper "CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval an…☆30Updated 9 months ago
- Source code of the paper: RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering [F…☆66Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆159Updated last year
- Fine-tuning LLM with LoRA (Low-Rank Adaptation) from scratch (Oct 2023)☆23Updated this week
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆90Updated 7 months ago
- ☆84Updated last year
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆77Updated 8 months ago
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆45Updated last year
- Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs☆30Updated 10 months ago
- Code for our paper "Graph Language Models"☆71Updated 10 months ago
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆79Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆163Updated last year
- Fine-tuning of Flan-5T LLM for text classification 🤖 focuses on adapting a state-of-the-art language model to enhance its ability to cla…☆39Updated 8 months ago
- Scripts for fine-tuning Llama2 via SFT and DPO.☆200Updated last year
- A extension of Transformers library to include T5ForSequenceClassification class.☆38Updated 2 years ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆57Updated last year
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆37Updated 6 months ago
- ☆17Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆60Updated 7 months ago
- Model, Code & Data for the EMNLP'23 paper "Making Large Language Models Better Data Creators"☆135Updated last year
- Code for "Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free"☆74Updated 8 months ago
- Code for EMNLP 2024 paper "Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning"☆55Updated 9 months ago
- Open replication of DeepSeek R1 for text-to-graph extraction.☆95Updated 5 months ago
- Code/data for MARG (multi-agent review generation)☆44Updated 7 months ago