{"id":21557234,"url":"https://github.com/kernel-loophole/langchain-transformers","last_synced_at":"2025-08-26T23:39:02.460Z","repository":{"id":214584233,"uuid":"736586688","full_name":"kernel-loophole/langchain-transformers","owner":"kernel-loophole","description":"real world problem solving using NLP","archived":false,"fork":false,"pushed_at":"2024-10-18T05:30:47.000Z","size":2635,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-10-19T10:11:23.056Z","etag":null,"topics":["cnn","deep-learning","lstm-neural-networks","mlops","ner","nlp-machine-learning","pytorch","rnn-pytorch","text-classification","transformer"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kernel-loophole.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-12-28T10:02:01.000Z","updated_at":"2024-10-18T05:30:51.000Z","dependencies_parsed_at":"2023-12-29T07:23:32.800Z","dependency_job_id":"d214ea13-38f3-421b-9798-3a99b1a18d6e","html_url":"https://github.com/kernel-loophole/langchain-transformers","commit_stats":null,"previous_names":["kernel-loophole/langchain-transformers"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kernel-loophole/langchain-transformers","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kernel-loophole%2Flangchain-transformers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kernel-loophole%2Flangchain-transformers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kernel-loophole%2Flangchain-transformers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kernel-loophole%2Flangchain-transformers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kernel-loophole","download_url":"https://codeload.github.com/kernel-loophole/langchain-transformers/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kernel-loophole%2Flangchain-transformers/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272267885,"owners_count":24903794,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-26T02:00:07.904Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cnn","deep-learning","lstm-neural-networks","mlops","ner","nlp-machine-learning","pytorch","rnn-pytorch","text-classification","transformer"],"created_at":"2024-11-24T08:11:42.816Z","updated_at":"2025-08-26T23:39:02.431Z","avatar_url":"https://github.com/kernel-loophole.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Transformer Emotion Analysis\n\n## Overview\nIn this repo, you will find examples of real-world NLP tasks using advanced algorithms like Transformers, RNNs, CNNs, LSTMs. It also includes the RAG and fine-tuning approaches for QA.\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/GPT%20fine%20tunning.ipynb) fine tunning GPT \n\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/GPT_AND_BERT_fine_tunning_huggingface.ipynb) fine tunning GPT VS BERT on =====\u003e movie script\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/Copy_of_fine_tuning_code_llm_on_single_gpu.ipynb) fine tunning a code LLM from huggingface \n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/03_transformer-anatomy.ipynb) basic transfromers example \n\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](\nhttps://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/2_birds_airplanes.ipynb) Bird and plane detection using CNN pytorch\n\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](\nhttps://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/Broadcasting_in_torch.ipynb) Tensor broadcasting ,core of matrix multiplication\n\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](\nhttps://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/hot_probelm.ipynb) \ntempature hot probelm using pytorch\n\n\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/kernel-loophole/langchain-transformers/blob/main/tensors/tensors_intro.ipynb) \nBasic tensor using pytorch\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkernel-loophole%2Flangchain-transformers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkernel-loophole%2Flangchain-transformers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkernel-loophole%2Flangchain-transformers/lists"}