AIGC
ChatGPT
LLM Pretrain
LLM Finetune
LLM Datasets
LLM Agent
- Autonomous AI Agents
- LLM 赋能 Agent
- AutoGPT 与 LLM Agent 解析
- Agent 应用: MarkAgent
- Agent 应用: SightPro
- LLM Playing StarCraftII 1
- LLM Playing StarCraftII 2
- LLM Playing StarCraftII 3
LLM Evaluation
量化压缩
- 8-bit 优化器中文解读
- LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
- Transformer 中的 Bitsandbytes 集成
- QLora: Efficient Finetuning of Quantized LLMs
- QLora 源码分析