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ChatGLM: An Alternative to ChatGPT
Published on Nov 29, 2023102 Views
Chapter list
ChatGLM: An Alternative to ChatGPT00:00
What is ChatGLM03:14
ChatGPT vs. ChatGLM07:16
chatglm.ai08:25
Story generation08:57
Applied Math09:50
Coding10:06
GLM-4V (pre-release) - 110:22
“draw a dog with a hat” - 110:59
Example11:24
GPT12:12
OpenAI’s GPT13:00
General Language Model (GLM) - 115:41
General Language Model (GLM) - 217:35
General Language Model (GLM) - 318:48
General Language Model (GLM) - 419:41
Results on Natural Language Understanding20:12
Results on Generation20:25
Why 100B-scale model? - 122:01
Why 100B-scale model? - 222:55
Scaling Law23:14
“Emergent abilities”23:52
How to train a 100B–scale LLM?24:16
Training Stability of 100B-Scale Models25:04
GLM-130B: Training Stability - 126:45
GLM-130B: Training Stability - 227:49
GLM-130B: Training Stability - 328:25
GLM-130B: Training Lessons28:41
GLM-130B - 128:54
GLM-130B in HELM - 129:34
GLM-130B in HELM - 229:56
GLM-130B in HELM - 330:11
INT4 Quantization for RTX 3090s/2080s - 130:29
INT4 Quantization for RTX 3090s/2080s - 231:18
GLM-130B - 232:24
Develop ChatGLM based on GLM-130B - 132:30
Challenge 1: Simple NLP task vs. Complex task32:39
Challenge 2: Static NLP vs. Dynamic knowledge33:16
Challenge 3: Traditional NLP vs. Align with Human33:37
Develop ChatGLM based on GLM-130B - 234:18
CodeGeeX35:47
Relay Diffusion Model (RDM)37:00
“draw a dog with a hat” - 237:39
CogVLM - 137:48
CogVLM - 238:22
GLM-4V (pre-release) - 240:18
WebGLM = GLM + Search40:31
LLM Agent40:55
AgentTuning: Enabling Generalized Agent Abilities For LLMs41:28
Main Results43:28
ChatGLM-6B43:56
Open LLM Research44:19
Bigmodel.ai—API Platform44:52
What’s the next?45:17
Abstraction and Reasoning - 145:46
Abstraction and Reasoning - 246:27
Abstraction and Reasoning - 346:43
Generative Agent46:52
Introducing Superalignment47:27
Summary47:48
References48:12
Thank you!48:19