Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-24T08:05:33.251722Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 47 inbound Pith citation observations for arXiv:2308.03303.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-24T08:05:33.251722Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T19:55:12.200771Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-04T19:10:05.832087Z
68 of 68 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 442f23a6-d0ab-4d2c-b40d-982dbcc8f0de · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning write newline
Reference 1
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning @esa (Ref
Reference 2
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 3
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 4
Source-reported events for the cited work
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Observation 572d5c97-b652-484b-9c16-885c64d2f665 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Falcon-40b: an open large language model with state-of-the-art performance
Reference 5
Source-reported events for the cited work
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Observation 49c786c7-f4e5-4bd5-8f99-b5c5608ec20b · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, and Eric Chu et al
Reference 6
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 7
Source-reported events for the cited work
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Observation 45ed7e35-1f4c-4545-81e4-224636cbc880 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning B it F it: Simple parameter-efficient fine-tuning for transformer-based masked language-models
Reference 8
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Language models are few-shot learners
Reference 9
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning One-for-all: Generalized lora for parameter-efficient fine-tuning
Reference 10
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Training Deep Nets with Sublinear Memory Cost
Reference 11
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Observation a020ae7e-a545-4a55-b25b-bbfbeb13026e · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Gonzalez, Ion Stoica, and Eric P
Reference 12
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Scaling Instruction-Finetuned Language Models
Reference 13
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Observation b951a25f-4cf7-42f0-885e-de71ad7cffdc · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unimax: Fairer and more effective language sampling for large-scale multilingual pretraining
Reference 14
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Think you have solved question answering? try arc, the ai2 reasoning challenge
Reference 15
Source-reported events for the cited work
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Observation 45eca4cc-8b90-454c-98cc-317ccd9792ce · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Flashattention: Fast and memory-efficient exact attention with io-awareness
Reference 16
Source-reported events for the cited work
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Observation a000ebd1-4b44-4bfc-8176-ed8ca9963dc1 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 17
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning 8-bit optimizers via block-wise quantization
Reference 18
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning QLoRA: Efficient Finetuning of Quantized LLMs
Reference 19
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 20
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Open llm leaderboard
Reference 21
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning A framework for few-shot language model evaluation, September 2021
Reference 22
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Observation c6cfed2f-40b4-46d7-aa8e-99d3ff568a69 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning PPT : Pre-trained prompt tuning for few-shot learning
Reference 23
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Observation b26856ca-ca56-48d9-825f-f4e78c48c25d · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Deberta: Decoding-enhanced bert with disentangled attention
Reference 24
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Observation 53edb4d7-8638-400b-888d-b163f9595e19 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Measuring massive multitask language understanding
Reference 25
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor
Reference 26
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Parameter-efficient transfer learning for nlp
Reference 27
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Observation 939c912c-be8b-4d42-97b9-aadd8a91cd77 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Lo RA : Low-rank adaptation of large language models
Reference 28
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Lorahub: Efficient cross-task generalization via dynamic lora composition
Reference 29
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Quantization and training of neural networks for efficient integer-arithmetic-only inference
Reference 30
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Gonzalez
Reference 31
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Bert: Pre-training of deep bidirectional transformers for language understanding
Reference 32
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Semantic sentence matching with densely-connected recurrent and co-attentive information
Reference 33
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Reducing activation recomputation in large transformer models
Reference 34
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning The power of scale for parameter-efficient prompt tuning
Reference 35
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Prefix-tuning: Optimizing continuous prompts for generation
Reference 36
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Stack more layers differently: High-rank training through low-rank updates
Reference 37
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Truthfulqa: Measuring how models mimic human falsehoods
Reference 38
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning
Reference 39
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Gpt understands, too
Reference 40
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Roberta: A robustly optimized bert pretraining approach
Reference 41
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Decoupled weight decay regularization
Reference 42
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Reference 43
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Training language models to follow instructions with human feedback
Reference 44
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 45
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Zero: Memory optimizations toward training trillion parameter models
Reference 46
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Zero-offload: Democratizing billion-scale model training
Reference 47
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Megatron-lm: Training multi-billion parameter language models using model parallelism
Reference 48
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Using deepspeed and megatron to train megatron-turing nlg 530b, a large-scale generative language model
Reference 49
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Manning, Andrew Ng, and Christopher Potts
Reference 50
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Hashimoto
Reference 51
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Llama: Open and efficient foundation language models, 2023 a
Reference 52
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Llama 2: Open foundation and fine-tuned chat models, 2023 b
Reference 53
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Attention is all you need
Reference 54
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Powersgd: Practical low-rank gradient compression for distributed optimization
Reference 55
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Observation 1d74bad4-1afb-4bf3-81bc-c0aeb27ecc7c · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 56
Source-reported events for the cited work
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Observation 415b37ec-a5d5-4b8f-ab4d-41d7ff74b838 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Smith, Daniel Khashabi, and Hannaneh Hajishirzi
Reference 57
Source-reported events for the cited work
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Observation 34f3bd10-cd6a-4b68-a01b-4ff44187de92 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 58
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 59
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Finetuned language models are zero-shot learners
Reference 60
Source-reported events for the cited work
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Observation 469d0048-a69d-432c-bc91-2c16b128db80 · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 61
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning m T 5: A massively multilingual pre-trained text-to-text transformer
Reference 62
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models
Reference 63
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Hellaswag: Can a machine really finish your sentence?
Reference 64
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Evaluation and optimization of gradient compression for distributed deep learning
Reference 65
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Adaptive budget allocation for parameter-efficient fine-tuning
Reference 66
Source-reported events for the cited work
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LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Pytorch fsdp: Experiences on scaling fully sharded data parallel
Reference 67
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Observation ca963b53-725b-4cb2-8b79-8b25cbcec6bf · outbound
LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning Unresolved cited work
Reference 68
Source-reported events for the cited work
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 53
Source-reported events for the cited work
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Observation 93f9cac5-41b7-462f-982d-65b80acaf1f2 · inbound
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 135
Source-reported events for the cited work
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S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 79
Source-reported events for the cited work
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FineGates: LLMs Finetuning with Compression using Stochastic Gates LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 20
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Unavailable: canonical work link unavailable.
Observation 17fef881-e036-41be-82e7-83a9fe7e10c2 · inbound
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Reference 43
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Observation f090a718-778b-461d-b209-45b1fc8c6f7a · inbound
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Reference 10
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Observation 5f93ced4-668b-445d-be71-f5ac8c0f261a · inbound
GWT: Scalable Optimizer State Compression for Large Language Model Training LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 52
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Observation ff930418-18d6-4fb7-9ccc-6b2f49bd7a61 · inbound
SEAL: Entangled White-box Watermarks on Low-Rank Adaptation LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 62
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Observation 563cc2d6-bbed-48de-888f-94e29d3af971 · inbound
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Reference 74
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Observation 7fc55bd4-7136-4912-a961-96153773d3e0 · inbound
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Reference 107
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Observation f63ec6af-3d41-4fc2-acda-9c46899a1baf · inbound
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Reference 46
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Observation b1a0b597-b711-43eb-8665-10a9fb8ca343 · inbound
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Reference 12
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Observation d78bc88d-8e1a-4fcd-a8da-02a88cfa8749 · inbound
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Reference 46
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DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 27
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Observation 96b3f61c-4fb1-4f8d-9233-9d71a06b255c · inbound
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Reference 43
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Observation 6f6c7e3b-f613-4e7b-aa57-f37df9495d79 · inbound
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Reference 51
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Observation 1104e002-17bf-48f4-8cf3-3e7905f4bbe2 · inbound
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Reference 17
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Reference 19
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Observation 73226ca3-5aff-4b80-840d-df22a66609df · inbound
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Reference 53
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Reference 112
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Observation 86159505-56da-466d-b389-dda41e029302 · inbound
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Reference 54
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Observation 5c6837c7-1911-4314-905f-1ef8bbbf7e3a · inbound
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Reference 10
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Reference 5
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Reference 42
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Observation 15a616a7-8ec7-4a1c-aca6-a600fc46f61e · inbound
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Reference 15
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Reference 22
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Reference 81
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Reference 6
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Reference 31
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TLoRA: Task-aware Low Rank Adaptation of Large Language Models LoRA-FA: Efficient and Effective Low Rank Representation Fine-tuning
Reference 3
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Reference 17
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Reference 27
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Reference 205
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Reference 51
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Reference 8
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Reference 66
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Reference 85
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Reference 74
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Reference 17
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Observation defdf4e7-d3f4-49ba-b0e0-ca44150a045b · inbound
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Reference 41
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Reference 37
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Reference 39
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Observation cc95c155-6589-4428-96f8-331a15f479da · inbound
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Reference 20
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Reference 15
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Observation 5bf00fb3-5a5b-494b-bb28-606af656d52d · inbound
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Reference 36
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Observation c69e299f-8a47-4127-bd18-e32f58305c61 · inbound
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Reference 40
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Observation 93916948-413b-4e24-8539-f4cfe80c125d · inbound
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Reference 40
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