LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report
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2405.00732
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115
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Michael Barry
MichaelBarryUK
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commented
2
papers
about 1 month ago
I have a few questions for the quantized model quality.
8
#5 opened about 1 month ago
by
HannahKim
HannahKim
commented
5
papers
about 1 month ago
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
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2404.14619
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122
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FlashSpeech: Efficient Zero-Shot Speech Synthesis
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2404.14700
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28
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3
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions
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2404.13208
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37
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Music Consistency Models
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2404.13358
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12
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3
Dynamic Typography: Bringing Words to Life
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2404.11614
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40
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3
commented
7
papers
about 2 months ago
LLoCO: Learning Long Contexts Offline
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2404.07979
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15
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2
JetMoE: Reaching Llama2 Performance with 0.1M Dollars
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2404.07413
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32
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3
Rho-1: Not All Tokens Are What You Need
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2404.07965
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80
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MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
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2404.06395
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18
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AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent
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2404.03648
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22
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PointInfinity: Resolution-Invariant Point Diffusion Models
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2404.03566
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13
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ReFT: Representation Finetuning for Language Models
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2404.03592
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74
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commented
a
paper
2 months ago
commented
5
papers
3 months ago
Learning to Decode Collaboratively with Multiple Language Models
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2403.03870
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17
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Orca-Math: Unlocking the potential of SLMs in Grade School Math
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2402.14830
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23
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3
Neural Network Diffusion
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2402.13144
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93
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OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
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2402.10176
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33
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4
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss
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2402.10790
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39
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commented
15
papers
4 months ago
BitDelta: Your Fine-Tune May Only Be Worth One Bit
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2402.10193
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17
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How to Train Data-Efficient LLMs
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2402.09668
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34
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4
Premise Order Matters in Reasoning with Large Language Models
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2402.08939
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23
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3
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data
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2402.08093
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52
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More Agents Is All You Need
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2402.05120
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46
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Grandmaster-Level Chess Without Search
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2402.04494
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62
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Direct Language Model Alignment from Online AI Feedback
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2402.04792
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25
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2
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
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2402.04291
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48
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Multi-line AI-assisted Code Authoring
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2402.04141
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8
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2
ReGAL: Refactoring Programs to Discover Generalizable Abstractions
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2401.16467
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7
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2
Transfer Learning for Text Diffusion Models
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2401.17181
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14
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3
Proactive Detection of Voice Cloning with Localized Watermarking
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2401.17264
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15
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Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance
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2401.15687
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19
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Motion-I2V: Consistent and Controllable Image-to-Video Generation with Explicit Motion Modeling
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2401.15977
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34
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Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling
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2401.16380
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46
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Flagging models with incorrect tags
20
#540 opened 5 months ago
by
adamo1139
adamo1139
commented
2
papers
4 months ago
commented
5
papers
5 months ago
Scalable Pre-training of Large Autoregressive Image Models
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2401.08541
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35
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TinyLlama: An Open-Source Small Language Model
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2401.02385
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81
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TrustLLM: Trustworthiness in Large Language Models
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2401.05561
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62
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2
Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
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2401.04658
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24
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PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
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2312.12456
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40
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3
commented
13
papers
6 months ago
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
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2312.11514
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253
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Distributed Inference and Fine-tuning of Large Language Models Over The Internet
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2312.08361
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23
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SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
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2312.07987
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39
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Steering Llama 2 via Contrastive Activation Addition
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2312.06681
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Rethinking Compression: Reduced Order Modelling of Latent Features in Large Language Models
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2312.07046
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12
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LLM360: Towards Fully Transparent Open-Source LLMs
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2312.06550
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Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
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2312.04474
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28
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Axiomatic Preference Modeling for Longform Question Answering
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2312.02206
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7
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1
GAIA: a benchmark for General AI Assistants
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2311.12983
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173
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Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
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2311.13231
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25
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Exponentially Faster Language Modelling
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2311.10770
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117
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Orca 2: Teaching Small Language Models How to Reason
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2311.11045
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69
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Make Pixels Dance: High-Dynamic Video Generation
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2311.10982
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65
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5
commented
3
papers
7 months ago
The Generative AI Paradox: "What It Can Create, It May Not Understand"
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2311.00059
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17
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De-Diffusion Makes Text a Strong Cross-Modal Interface
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2311.00618
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21
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LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B
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2310.20624
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12
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