README
NLP Thingy
[Tensorflow]
- IMDb Review Classification using CNN Tensorflow
- IMDB Review Classification using RNN Tensorflow
- Large Scale Multi Label Text Classification Tensorflow
- IMDB Review Classification using BERT Tensorflow
- IMDb Review Binary Classification using DistilBERT model HF/TF Trainer
- AG News Multiclass Classification using DistilBERT model HF/TF Native
- Conll2003 NER Classification using DistilBERT model HF/TF Script
- ConllPP NER Classification using DistilBERT model HF/TF Script
- Seq2Seq Addition using LSTM Tensorflow
- Text Extraction with BERT Tensorflow
- Semantic Similarity using BERT HF Tensorflow
- Text Generation with an RNN
[Pytorch]
- IMDb Review Classification using CNN Pytorch
- IMDb Review Binary Classification using DistilBERT model HF/PT Native
- AG News Multiclass Classification using Torchtext Library Pytorch
- AG News Multiclass Classification using DistilBERT model HF/PT Native
- Conll2003 NER Classification using DistilBERT model HF/PT Script
- Conll2003 NER Classification using DistilBERT model HF/PT Trainer
- ConllPP NER Classification using DistilBERT model HF/PT Script
- Semantic Search using Multlingual Distilled Universal Sentence Encoder Pytorch
- Train Your Tokenizer from HF Tutorials HF/PT Native
- Classifying Names with a Character level RNN Pytorch
- Generating Names with a Character level RNN Pytorch
- Fine-tuning BERT for Multilabel Classification task using Pytorch Trainer
- Inference with MarkupLM for QA on webpages
- Inference with GenerativeImage2Text GIT for image captioning and VQA
- Finetuning DistilGPT-2 Language Model on Wikitext Dataset
- Finetuning DistilGPT-2 Language Model on Combined Wiki Dataset
- Distillation using Zero-shot pipeline with mDistilBERT Student Model
- DistillBERT for Banking Intent Classification
- Finetuning DistilGPT-2 Language Model on Combined Finance Dataset
- Finetuning DistilBART Language Model on Combined Summarisation Dataset
- SetFit Text Classification Example
- SpanMarker NER Classification Example
- Reuters-21578 MultiLabel Classification using Transformer Trainer API
- Topic Modelling with LLMs (OpenHermes_2_5_Mistral_7B_GGUF)
- Inference Llama-2-7B-Chat-AWQ Notebook
- 4-bit Inferencing lxyuan/AeolusBlend-7B-slerp
- From Data to Diagrams: Learn Knowledge Graph Basics with AeolusBlend LLM
- 2-bit Inferencing with AQLM
- Finetuning Sentence Transformer Model from DistilBERT on NLI Triplet Dataset
- Finetuning Sentence Transformer Model from DistilBERT with multi dataset
- Finetuning Sentence Transformer Model using Matryoshka Loss
- Finetuning LiquidAI/LFM2-2.6B Model using Lora and TRL
- Fine-tuning FunctionGemma for Banking Tool Routing with TRL (model)
- Fine-tuning Ettin-150M for LegalBench-RAG Passage Reranking (model)
[spaCy]
- Extract Subject-Verb-Object Relation using spaCy Dependency Matcher
- Toxic Comment Multilabel Classification using spaCy v3 TextCategorizer
- Drug Name Detection using spaCy v3 NER
- Quickstart with zhort
- spaCy Entity Linker
- Chinese Legal Text Classification with spaCy
[DEMO]
[OTHERS]
- Quickstart with BERTopic
- Reproducing_LUKE_experimental_results_Open_Entity
- Detect bad labels with cleanlab and pytorch
- Huggingface int8 demo
- DocsQA with LangChain and OpenAI
- Evaluator from Huggingface
- Text Classification with Transformers and Datalab
- RAG with RAGatouille
- Structural Information Extraction with NuExtract-large
- Experimenting Torchchat in Colab
- Unstructured.io Introductio Notebook
- Text deduplication using model2vec
- AutoGen Weather Assistant Example
- AutoGen Bank Assistant Example
- AutoGen Debate Assistant Example
- AutoGen Funny Counting Assistant Example
- Surya - Document OCR Toolkit SS1 SS2 SS3 SS4 SS5
- Routing Banking Example - Openai Agent SDK
- Model2Vec Example
- Detect hallucinations with LettuceDetect v2
[Computer Vision]
[Speech]
Contributors
LxYuan0420
194 commits
Similar repos
Languages
Jupyter Notebook
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README
NLP Thingy
[Tensorflow]
- IMDb Review Classification using CNN Tensorflow
- IMDB Review Classification using RNN Tensorflow
- Large Scale Multi Label Text Classification Tensorflow
- IMDB Review Classification using BERT Tensorflow
- IMDb Review Binary Classification using DistilBERT model HF/TF Trainer
- AG News Multiclass Classification using DistilBERT model HF/TF Native
- Conll2003 NER Classification using DistilBERT model HF/TF Script
- ConllPP NER Classification using DistilBERT model HF/TF Script
- Seq2Seq Addition using LSTM Tensorflow
- Text Extraction with BERT Tensorflow
- Semantic Similarity using BERT HF Tensorflow
- Text Generation with an RNN
[Pytorch]
- IMDb Review Classification using CNN Pytorch
- IMDb Review Binary Classification using DistilBERT model HF/PT Native
- AG News Multiclass Classification using Torchtext Library Pytorch
- AG News Multiclass Classification using DistilBERT model HF/PT Native
- Conll2003 NER Classification using DistilBERT model HF/PT Script
- Conll2003 NER Classification using DistilBERT model HF/PT Trainer
- ConllPP NER Classification using DistilBERT model HF/PT Script
- Semantic Search using Multlingual Distilled Universal Sentence Encoder Pytorch
- Train Your Tokenizer from HF Tutorials HF/PT Native
- Classifying Names with a Character level RNN Pytorch
- Generating Names with a Character level RNN Pytorch
- Fine-tuning BERT for Multilabel Classification task using Pytorch Trainer
- Inference with MarkupLM for QA on webpages
- Inference with GenerativeImage2Text GIT for image captioning and VQA
- Finetuning DistilGPT-2 Language Model on Wikitext Dataset
- Finetuning DistilGPT-2 Language Model on Combined Wiki Dataset
- Distillation using Zero-shot pipeline with mDistilBERT Student Model
- DistillBERT for Banking Intent Classification
- Finetuning DistilGPT-2 Language Model on Combined Finance Dataset
- Finetuning DistilBART Language Model on Combined Summarisation Dataset
- SetFit Text Classification Example
- SpanMarker NER Classification Example
- Reuters-21578 MultiLabel Classification using Transformer Trainer API
- Topic Modelling with LLMs (OpenHermes_2_5_Mistral_7B_GGUF)
- Inference Llama-2-7B-Chat-AWQ Notebook
- 4-bit Inferencing lxyuan/AeolusBlend-7B-slerp
- From Data to Diagrams: Learn Knowledge Graph Basics with AeolusBlend LLM
- 2-bit Inferencing with AQLM
- Finetuning Sentence Transformer Model from DistilBERT on NLI Triplet Dataset
- Finetuning Sentence Transformer Model from DistilBERT with multi dataset
- Finetuning Sentence Transformer Model using Matryoshka Loss
- Finetuning LiquidAI/LFM2-2.6B Model using Lora and TRL
- Fine-tuning FunctionGemma for Banking Tool Routing with TRL (model)
- Fine-tuning Ettin-150M for LegalBench-RAG Passage Reranking (model)
[spaCy]
- Extract Subject-Verb-Object Relation using spaCy Dependency Matcher
- Toxic Comment Multilabel Classification using spaCy v3 TextCategorizer
- Drug Name Detection using spaCy v3 NER
- Quickstart with zhort
- spaCy Entity Linker
- Chinese Legal Text Classification with spaCy
[DEMO]
[OTHERS]
- Quickstart with BERTopic
- Reproducing_LUKE_experimental_results_Open_Entity
- Detect bad labels with cleanlab and pytorch
- Huggingface int8 demo
- DocsQA with LangChain and OpenAI
- Evaluator from Huggingface
- Text Classification with Transformers and Datalab
- RAG with RAGatouille
- Structural Information Extraction with NuExtract-large
- Experimenting Torchchat in Colab
- Unstructured.io Introductio Notebook
- Text deduplication using model2vec
- AutoGen Weather Assistant Example
- AutoGen Bank Assistant Example
- AutoGen Debate Assistant Example
- AutoGen Funny Counting Assistant Example
- Surya - Document OCR Toolkit SS1 SS2 SS3 SS4 SS5
- Routing Banking Example - Openai Agent SDK
- Model2Vec Example
- Detect hallucinations with LettuceDetect v2
[Computer Vision]
[Speech]
Similar repos
Contributors
LxYuan0420
194 commits
Languages
Jupyter Notebook
99.0%