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aliases:
- AI
tags:
- Type/Tech
- area/tech
- proto
publish: true
version: 1
dateCreated: 2023-03-17, 18:29
dateModified: 2025-04-30, 07:32
from:
- "[[Codex/Tech/AI & Machine Learning]]"
related:
- "[[Machine Learning]]"
contra:
to: Artificial Intelligence
 |
Artificial Intelligence (AI) is the intelligence of machines or software, as opposed to the intelligence of humans or animals. It is a field of study in computer science which develops and studies intelligent machines. Such machines may be called AIs. |
|---|---|
| wikipedia:: Artificial intelligence |
Concepts
- Machine Learning
- Deep Learning
- Neural Network
- Language model
- GGUF
- file format and library for models running on consumer hardware
- Large Language Model
- Generative pre-trained transformer
- Architecture
- Llama
- chatgpt?
- Phi-3
- Gemm?
- {
"name": "Meta Llama 3.1 8B Instruct",
"arch": "llama",
"quant": "Q4_K_M",
"context_length": 131072,
"embedding_length": 4096,
"num_layers": 32,
"rope": {
"freq_base": 500000,
"dimension_count": 128
},
"head_count": 32,
"head_count_kv": 8,
"parameters": "7B"
} - Generative artificial intelligence
- Image generation models
- Checkpoints
- Lora
- Dora
- Image generation models
- Prompt engineering
- RAG
- Rag Pipeline
- Zero shot, one shot, many shot
- RAG
- Chatbot
- Heuristic
- QA = question answering
- chat vs simple, one-off query
- AI Token
- AI Context Window
- Vector
- Vector DB
- Embeddings
- Dimensions, dimensionality
- Parameters
- as in 7B, 8B, 40B, etc. in different models
- the number of trainable weights in the model's neural network architecture
- weights are learned during training and are used to compute the output given an input.
- Training, fine-tuning
- Agent, tools, function calling
- MCP
- A2A
Tools
Inbox
- Semantic
- Alpaca: The AI industry just got flipped on its head : r/ChatGPT
- Interesting implications.
- Models can transfer intelligence easier than thought
- implications about competitive advantages and skewing toward pipeline chained archistectures.
- Interesting implications.
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Artificial Intelligence
Concepts
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