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
BERTPre-training of Deep Bidirectional Transformers for.pdf 757.0 KB
BlenderBot 3 a deployed conversational agent that continually∗.pdf 12.9 MB
BLOOMA 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
FlashAttentionFast and Memory-Efficient Exact Attention.pdf 2.5 MB
GLMGeneral 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
LaMDALanguage 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
ProtTransTowards 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
UL2Unifying Language Learning Paradigms.pdf 888.0 KB