LoRI Adapters

tomg-group-umd 's Collections

DynaGuard

Refusal Token Models

FictionalQA

Efficient_inference_models

LoRI Adapters

Gemstone Models

Recurrent Models

Style Descriptors

GenQA

CLRS-Text

PixelProse

Goldfish Loss: Mitigating Memorization in LLMs

Zero-Shot Grafting

updated May 21

LoRI adapters for natural language understanding, code generation, mathematical reasoning, and safety alignment, based on LLaMA-3-8B and Mistral-7B.

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tomg-group-umd/LoRI-S_safety_mistral7b_rank_64

Text Generation • Updated Apr 14 • 1 • 1
tomg-group-umd/LoRI-S_safety_mistral7b_rank_32

Text Generation • Updated Apr 14 • 2
tomg-group-umd/LoRI-S_safety_llama3_rank_64

Text Generation • Updated Aug 13 • 2
tomg-group-umd/LoRI-S_safety_llama3_rank_32

Text Generation • Updated Apr 14 • 1 • 1
tomg-group-umd/LoRI-S_nlu_mistral7b_rank_64

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-S_nlu_mistral7b_rank_32

Text Generation • Updated Apr 14 • 4
tomg-group-umd/LoRI-S_nlu_llama3_rank_64

Text Generation • Updated Aug 13
tomg-group-umd/LoRI-S_nlu_llama3_rank_32

Text Generation • Updated Aug 13
tomg-group-umd/LoRI-S_math_mistral7b_rank_64

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-S_math_mistral7b_rank_32

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-S_math_llama3_rank_64

Text Generation • Updated Apr 14 • 2
tomg-group-umd/LoRI-S_math_llama3_rank_32

Text Generation • Updated Apr 14 • 2
tomg-group-umd/LoRI-S_continual_safety_nlu

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-S_continual_safety_math

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-S_continual_safety_code

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-S_code_mistral7b_rank_64

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-S_code_mistral7b_rank_32

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-S_code_llama3_rank_64

Text Generation • Updated Aug 13
tomg-group-umd/LoRI-S_code_llama3_rank_32

Text Generation • Updated Aug 13 • 1
tomg-group-umd/LoRI-D_safety_mistral7b_rank_64

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-D_safety_mistral7b_rank_32

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-D_safety_llama3_rank_64

Text Generation • Updated Aug 13
tomg-group-umd/LoRI-D_safety_llama3_rank_32

Text Generation • Updated Aug 13
tomg-group-umd/LoRI-D_nlu_mistral7b_rank_64

Text Generation • Updated Apr 14 • 3
tomg-group-umd/LoRI-D_nlu_mistral7b_rank_32

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-D_nlu_llama3_rank_64

Text Generation • Updated Aug 13 • 3
tomg-group-umd/LoRI-D_nlu_llama3_rank_32

Text Generation • Updated Aug 13 • 1
tomg-group-umd/LoRI-D_math_mistral7b_rank_64

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-D_math_mistral7b_rank_32

Text Generation • Updated Apr 14 • 3
tomg-group-umd/LoRI-D_math_llama3_rank_64

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-D_math_llama3_rank_32

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-D_continual_safety_nlu

Text Generation • Updated Apr 14 • 1
tomg-group-umd/LoRI-D_continual_safety_math

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-D_continual_safety_code

Text Generation • Updated Apr 14 • 2
tomg-group-umd/LoRI-D_code_mistral7b_rank_64

Text Generation • Updated Apr 14
tomg-group-umd/LoRI-D_code_mistral7b_rank_32

Text Generation • Updated Apr 14 • 7
tomg-group-umd/LoRI-D_code_llama3_rank_64

Text Generation • Updated Aug 13
tomg-group-umd/LoRI-D_code_llama3_rank_32

Text Generation • Updated Aug 13 • 2
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation

Paper • 2504.07448 • Published Apr 10 • 1

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