Track Awesome Azure Openai Llm Updates Daily
a curated list of 🔎Azure OpenAI, 🦙Large Language Models, and 🌌 references with 🎋notes.
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Dec 02, 2024
Table of contents
- Section 2 🌌: Azure OpenAI
- Section 3 🌐: LLM Applications
- Section 4 🤖: Agent
- Section 5 🏗️: Semantic Kernel & DSPy
- Semantic Kernel: Micro-orchestration
- DSPy: Optimizer frameworks
- Section 6 🛠️: LangChain
- LangChain Features: Macro & Micro-orchestration
- LangChain Agent & Criticism
- LangChain vs Competitors
- Section 7 🧠: Prompting & Finetuning
- Prompt Engineering
- Finetuning: PEFT (e.g., LoRA), RLHF, SFT
- Quantization & Optimization
- Other Techniques: e.g., MoE
- Visual Prompting
- Section 8 🏄♂️: Challenges & Abilities
- Section 9 🌍: LLM Landscape
- LLM Taxonomy
- Open-Source LLMs
- Domain-Specific LLMs: e.g., Software development
- Multimodal LLMs
- Generative AI Landscape
- Section 10 📚: Surveys & References
- LLM Surveys
- Building LLMs: from scratch
- LLMs for Korean & Japanese
- Section 11 🧰: AI Tools & Extensions
Nov 29, 2024
Table of contents
- Symbols 🔑:
ref
: external URLdoc
: archived doccite
: the source of commentscnt
: number of citationsgit
: GitHub linkx-ref
: Cross reference- 📺: youtube or video
Nov 12, 2024
Table of contents
- Section 12 📊: Datasets
- Section 13 📝: Evaluations
- Contributors 👀: