GitHub - ashispapu/LLMs: References for LLM related code

This repo hosts different LLM excercises performed on open source and closed source LLMs.

Name		Name	Last commit message	Last commit date
Latest commit History 83 Commits
diffusers		diffusers
docs		docs
examples		examples
llama-index-packs/llama-index-packs-raft-dataset/examples		llama-index-packs/llama-index-packs-raft-dataset/examples
notebook		notebook
notebooks		notebooks
python		python
website/docs		website/docs
10.MPT_Instruct_30B.ipynb		10.MPT_Instruct_30B.ipynb
12_Fine_tuning_Microsoft_Phi_1_5b_on_custom_dataset(dialogstudio).ipynb		12_Fine_tuning_Microsoft_Phi_1_5b_on_custom_dataset(dialogstudio).ipynb
13.Fine_tuning_OpenAI_GPT_3_5_turbo.ipynb		13.Fine_tuning_OpenAI_GPT_3_5_turbo.ipynb
14.Finetuning_Mistral_7b_Using_AutoTrain.ipynb		14.Finetuning_Mistral_7b_Using_AutoTrain.ipynb
15.RAG_LangChain.ipynb		15.RAG_LangChain.ipynb
2.Fine_Tune_Your_Own_Llama_2_Model_in_a_Colab_Notebook.ipynb		2.Fine_Tune_Your_Own_Llama_2_Model_in_a_Colab_Notebook.ipynb
4.PEFT Finetune-Bloom-560m-tagger.ipynb		4.PEFT Finetune-Bloom-560m-tagger.ipynb
8_safety.ipynb		8_safety.ipynb
Alpaca_+_Gemma_7b_full_example.ipynb		Alpaca_+_Gemma_7b_full_example.ipynb
Alpaca_+_Mistral_Nemo_12b_Unsloth_2x_faster_finetuning.ipynb		Alpaca_+_Mistral_Nemo_12b_Unsloth_2x_faster_finetuning.ipynb
ChatML_+_chat_templates_+_Mistral_v3_7b_full_example.ipynb		ChatML_+_chat_templates_+_Mistral_v3_7b_full_example.ipynb
Chat_with_Pdf_Mixtral_8x7B.ipynb		Chat_with_Pdf_Mixtral_8x7B.ipynb
Efficient_Fine_Tuning_for_Llama2_7b_on_a_Single_GPU.ipynb		Efficient_Fine_Tuning_for_Llama2_7b_on_a_Single_GPU.ipynb
Evaluate_RAG_with_LlamaIndex_lesson.ipynb		Evaluate_RAG_with_LlamaIndex_lesson.ipynb
Fine_tune_a_Mistral_7b_model_with_DPO.ipynb		Fine_tune_a_Mistral_7b_model_with_DPO.ipynb
Gemma,_please_teach_me_Data_Science!.ipynb		Gemma,_please_teach_me_Data_Science!.ipynb
Google_AI_Assistant_for_Data_Science_teaching.ipynb		Google_AI_Assistant_for_Data_Science_teaching.ipynb
Improve_ChatGPT_with_Knowledge_Graphs.ipynb		Improve_ChatGPT_with_Knowledge_Graphs.ipynb
LLM_AutoEval.ipynb		LLM_AutoEval.ipynb
MambaAudioFinal.ipynb		MambaAudioFinal.ipynb
Merge_LoRA_Adapters_with_LLMs_the_right_way.ipynb		Merge_LoRA_Adapters_with_LLMs_the_right_way.ipynb
Mergekit.ipynb		Mergekit.ipynb
Module_01_LangChain_Basic_Concepts_Recap.ipynb		Module_01_LangChain_Basic_Concepts_Recap.ipynb
Module_02_Mastering_Advanced_RAG.ipynb		Module_02_Mastering_Advanced_RAG.ipynb
Module_03_LlamaIndex_RAG_AGENT.ipynb		Module_03_LlamaIndex_RAG_AGENT.ipynb
Module_03_MultiModal_Fincance_+_DeepMemory.ipynb		Module_03_MultiModal_Fincance_+_DeepMemory.ipynb
Multi_Modal_RAG.ipynb		Multi_Modal_RAG.ipynb
Multimodal_RAG.ipynb		Multimodal_RAG.ipynb
ORPO_Unsloth_Example.ipynb		ORPO_Unsloth_Example.ipynb
Prompt_Gemma_like_a_Pro.ipynb		Prompt_Gemma_like_a_Pro.ipynb
RAG_Production.ipynb		RAG_Production.ipynb
RAG_using_Gemma,_Langchain_and_ChromaDB.ipynb		RAG_using_Gemma,_Langchain_and_ChromaDB.ipynb
README.md		README.md
StackExchangeProcessing.ipynb		StackExchangeProcessing.ipynb
Telugu_gemma_7b_finetuned_sft_Inference.ipynb		Telugu_gemma_7b_finetuned_sft_Inference.ipynb
Topic_Modeling_with_Quantized_LLMs.ipynb		Topic_Modeling_with_Quantized_LLMs.ipynb
YT_Advanced_Email_Reply_Llama3_LangGraph_+_Groq.ipynb		YT_Advanced_Email_Reply_Llama3_LangGraph_+_Groq.ipynb
YT_Email_Reply_Llama3_CrewAI_+_Groq.ipynb		YT_Email_Reply_Llama3_CrewAI_+_Groq.ipynb
adalflow_object_count_auto_optimization.ipynb		adalflow_object_count_auto_optimization.ipynb
bert_sparse_attention_training.ipynb		bert_sparse_attention_training.ipynb
camel_demo_llm_agent.ipynb		camel_demo_llm_agent.ipynb
facechain_demo.ipynb		facechain_demo.ipynb
fine-tune-mistral-v0-2-for-sentiment-analysis.ipynb		fine-tune-mistral-v0-2-for-sentiment-analysis.ipynb
fine-tune-phi-2-for-sentiment-analysis.ipynb		fine-tune-phi-2-for-sentiment-analysis.ipynb
fine_tuning_llama_2.ipynb		fine_tuning_llama_2.ipynb
gemma_SFT_training.ipynb		gemma_SFT_training.ipynb
haystack2_zephyr_beta.ipynb		haystack2_zephyr_beta.ipynb
mistral_haystack.ipynb		mistral_haystack.ipynb
multidoc_autoretrieval.ipynb		multidoc_autoretrieval.ipynb
multilingual_rag_podcast.ipynb		multilingual_rag_podcast.ipynb
odia_inference.ipynb		odia_inference.ipynb
rag_moderator_llama_guard_pack.ipynb		rag_moderator_llama_guard_pack.ipynb
run.ipynb		run.ipynb

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Repository files navigation

About

Releases

Packages

Languages

ashispapu/LLMs

Folders and files

Latest commit

History

Repository files navigation

About

Resources

Stars

Watchers

Forks

Releases

Packages 0

Languages

Packages