Alternatives and similar repositories for LightLM:

Users that are interested in LightLM are comparing it to the libraries listed below

• jeykigung / VIP5
  ☆41Updated last year
• llmrecsys / llmrecsys.github.io
  ☆12Updated last year
• Wenyueh / LLM-RecSys-ID
  How to Index Item IDs for Recommendation Foundation Models
  ☆67Updated last year
• RUCAIBox / VQ-Rec
  [WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".
  ☆71Updated last year
• lileipisces / POD
  CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation
  ☆44Updated last month
• rutgerswiselab / GenRec
  Large Language Model for Generative Recommendation
  ☆64Updated last year
• YangZhengyi98 / DROS
  ☆32Updated last year
• WangXFng / RDRec
  [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation
  ☆33Updated 2 months ago
• YangZhengyi98 / RecInterpreter
  ☆24Updated last year
• williamliujl / LLMRec
  ☆58Updated last year
• agiresearch / IDGenRec
  Towards LLM-RecSys Alignment with Textual ID Learning
  ☆44Updated 7 months ago
• JiachengLi1995 / Recformer
  Codebase for KDD 2023 paper, Text Is All You Need: Learning Language Representations for Sequential Recommendation
  ☆64Updated last year
• ysh-1998 / LRD
  The official implementation for Sequential Recommendation with Latent Relations based on Large Language Model
  ☆33Updated 7 months ago
• zyang1580 / CoLLM
  The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
  ☆80Updated 4 months ago
• SAI990323 / BIGRec
  ☆58Updated 6 months ago
• liuqidong07 / LLM-ESR
  [NeurIPS'24 Spotlight] The official implementation code of LLM-ESR.
  ☆26Updated 8 months ago
• Applied-Machine-Learning-Lab / LinRec
  ☆18Updated 7 months ago
• westlake-repl / NineRec
  Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System
  ☆84Updated 5 months ago
• Jyonn / ONCE
  (WSDM 2024) Official implementation of the paper "ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Lan…
  ☆76Updated last month
• LaVieEnRose365 / ReLLa
  Code of Paper "ReLLa: Retrieval-enhanced Large Language Models for Mitigating Long Context Problems in Recommendation".
  ☆49Updated last year
• HonghuiBao2000 / LETTER
  Learnable Item Tokenization for Generative Recommendation (CIKM'24)
  ☆37Updated 2 months ago
• HKUDS / DCRec
  [WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"
  ☆58Updated last year
• THUwangcy / DirectAU
  KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
  ☆67Updated 2 years ago
• anananan116 / MBGen
  [CIKM '24] Implementation of "Multi-Behavior Generative Recommendation"
  ☆30Updated 6 months ago
• Veason-silverbullet / UniTRec
  UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation
  ☆26Updated last year
• LehengTHU / AlphaRec
  [ICLR 2025 Oral] The implementation of paper "Language Representations Can be What Recommenders Need: Findings and Potentials"
  ☆56Updated 5 months ago
• RUCAIBox / LC-Rec
  [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."
  ☆89Updated 6 months ago
• zc-97 / DPT
  ☆21Updated 2 years ago
• REASONER2023 / reasoner2023.github.io
  ☆61Updated last year
• rucliujn / JDsearch
  JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions
  ☆31Updated last year