人大研究生 LLMs大模型课程及扩展阅读材料

+LLMs大模型            201.0 MB
+__MACOSX             6.5 KB
+参考资料+拓展阅读             73.0 MB
  +课程八              2.2 MB
    .DS_Store               6.0 KB
    How does NLP benefit legal system A summary of legal artificial intelligence.pdf               573.0 KB
    Lawformer A pre-trained language model for chinese legal long documents.pdf               436.0 KB
    LEGAL-BERT The muppets straight out of law school.pdf               354.0 KB
    LEVEN A Large-Scale Chinese Legal Event Detection Dataset.pdf               841.0 KB
  +课程二              8.2 KB
    .DS_Store               6.0 KB
    相关课程资料链接.rtf               2.2 KB
  +课程九              12.3 MB
    .DS_Store               6.0 KB
    Exploring Universal Intrinsic Task Subspace via Prompt Tuning.pdf               1.7 MB
    Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain).pdf               8.3 MB
    MoEfication Transformer Feed-forward Layers are Mixtures of Experts.pdf               1.3 MB
    On Transferability of Prompt Tuning for Natural Language Understanding.pdf               1.0 MB
  +课程六              13.3 MB
   +文本生成               6.3 MB
   +信息检索               1.8 MB
   +阅读理解_问答               5.2 MB
    .DS_Store               6.0 KB
  +课程七              21.7 MB
    .DS_Store               6.0 KB
    alphafold2.pdf               3.5 MB
    enformer.pdf               18.2 MB
  +课程三              2.9 MB
   +预训练模型必读论文               860.0 KB
    .DS_Store               6.0 KB
    Transformer原论文Attention Is All You Need.pdf               2.1 MB
  +课程四              55.0 KB
   +Delta Tuning论文列表               14.7 KB
   +Prompt Tuning论文列表               34.3 KB
    .DS_Store               6.0 KB
  +课程五              6.7 MB
    .DS_Store               6.0 KB
    BMInf An Efficient Toolkit for Big Model Inference and Tuning.pdf               612.0 KB
    MoEfication Transformer Feed-forward Layers are Mixtures of Experts.pdf               1.3 MB
    Structured Pruning Learns Compact and Accurate Models.pdf               2.8 MB
    TinyBERT Distilling BERT for Natural Language Understanding.pdf               1.2 MB
    ZeRO Memory Optimizations Toward Training Trillion Parameter Models.pdf               761.0 KB
  +课程一              13.9 MB
    .DS_Store               6.0 KB
    Distributed Representations of Words and Phrases and their Compositionality.pdf               122.0 KB
    基础模型综述(李飞飞等).pdf               13.7 MB
    相关课程链接.rtf               2.3 KB
   .DS_Store              10.0 KB
+课程练习+代码             20.4 MB
  +L1_Word2Vec_hpsearch              3.9 KB
    building_env.sh               624 Byte
    readme.md               3.3 KB
  +L2_NLP_pipeline_pytorch              20.3 MB
   +annotated_code               15.7 KB
   +data               16.7 MB
    README.md               2.0 KB
    reference_code_and_results.pdf               3.6 MB
  +L3_Transformers              2.6 KB
    README.md               2.6 KB
  +L4_prompt_delta_tuning              13.4 KB
    download_data.sh               156 Byte
    download_model.sh               771 Byte
    optqa_to_complete.py               10.7 KB
    readme.md               1.8 KB
  +L5_BMSystem              1.4 KB
    L5 BMSystem.md               1.4 KB
   .DS_Store              6.0 KB
+课程资料ppt             107.0 MB
   .DS_Store              6.0 KB
   L1_NLP_BM_basics.pdf              9.4 MB
   L2_Neural_Network_basics.pdf              2.4 MB
   L3_Transformer_and_PLMs.pdf              6.2 MB
   L4_Prompt_Delta.pdf              20.3 MB
   L5_BMSystem.pdf              10.8 MB
   L6_BM_Application_in_NLP.pdf              20.0 MB
   L7_BM_in_Biomedical.pdf              13.5 MB
   L8_LegalAI-basic-tech.pdf              6.1 MB
   L9_Brain_and_PLM.pdf              18.7 MB
Asynchronous Methods for Deep Reinforcement Learning.pdf            2.2 MB
Attention Is All You Need.pdf            2.1 MB
BART Denoising Sequence-to-Sequence Pre-training for Natural.pdf            289.0 KB
BERT  Pre-training of Deep Bidirectional Transformers for.pdf            757.0 KB
BlenderBot 3 a deployed conversational agent that continually∗.pdf            12.9 MB
BLOOM  A 176B-Parameter Open-Access Multilingual.pdf            2.9 MB
Constitutional AI Harmlessness from AI Feedback.pdf            2.0 MB
CRAMMING TRAINING A LANGUAGE MODEL ON A.pdf            1.0 MB
Crosslingual Generalization through Multitask Finetuning.pdf            2.5 MB
Evaluating Large Language Models Trained on Code.pdf            1.8 MB
Fine-Tuning Language Models from Human Preferences.pdf            945.0 KB
FlashAttention  Fast and Memory-Efficient Exact Attention.pdf            2.5 MB
GLM  General Language Model Pretraining.pdf            836.0 KB
Harnessing the Power of LLMs in Practice A Survey on ChatGPT and Beyond.pdf            2.3 MB
Improving alignment of dialogue agents via.pdf            3.8 MB
Improving Language Understanding.pdf            528.0 KB
LaMDA  Language Models for Dialog Applications.pdf            1.4 MB
Language Models are Few-Shot Learners.pdf            6.5 MB
Language Models are Unsupervised Multitask Learners.pdf            569.0 KB
Learning to summarize from human feedback.pdf            1.6 MB
LORA LOW RANK ADAPTATION OF LARGE LANGUAGE MODELS.pdf            1.5 MB
NEURAL MACHINE TRANSLATION.pdf            434.0 KB
OPT Open Pre-trained Transformer Language Models.pdf            1.7 MB
ProtTrans  Towards Cracking the Language of.pdf            12.3 MB
Proximal Policy Optimization Algorithms.pdf            2.8 MB
Pythia A Suite for Analyzing Large Language Models.pdf            1.0 MB
Scaling Down to Scale Up A Guide to Parameter-Efficient Fine-Tuning.pdf            840.0 KB
SELF-INSTRUCT Aligning Language Models.pdf            4.1 MB
Training a Helpful and Harmless Assistant with.pdf            9.1 MB
Training Compute-Optimal Large Language Models.pdf            5.7 MB
Training language models to follow instructions.pdf            1.7 MB
UL2  Unifying Language Learning Paradigms.pdf            888.0 KB