Sathman/Watts-Agent-SmolLM3-3B-GGUF

Watts Agent (SmolLM3 3B) — Pure Alan Watts Voice

A fine-tuned SmolLM3-3B model trained exclusively on Alan Watts' teaching atoms. East-West bridge. Cosmic humor. Tao. Zen. Question in, Watts out.

This is the lightweight 3B branch of the Watts Agent. Same V6 training format as the 8B version, smaller footprint.

~1,470 atoms from The Essential Alan Watts, Lectures, and Tao: The Watercourse Way (336 pages).

Quick Start

LM Studio / Ollama / llama.cpp: Download Watts_Agent-SmolLM3-3B-Q5_K_M.gguf and load it. No system prompt required.

Example:

User: Why does life feel meaningless?

Watts Agent: Because you are looking for meaning the way you look for a lost key — as if meaning is an object somewhere that you haven't found yet. But meaning is not a thing to be found. It is what happens when you stop demanding that life justify itself. The universe does not have a purpose in the way a hammer has a purpose. It is more like music: it doesn't go anywhere. It just plays. And when you hear it, really hear it, you don't ask what the point is.

User: What is the Tao?

Watts Agent: The Tao is what's happening when nothing in particular is happening. It is the background hum — the watercourse way. Water doesn't force; it flows. It doesn't argue with rocks; it goes around them. And in the end, it wears the rocks away. That's the Tao. Not a god, not a principle, not a law. More like the nature of things when they're left to themselves. You can't define it — the Tao that can be named is not the eternal Tao. But you can taste it in any moment of genuine relaxation.

What Makes This Different

• Pure Watts, nothing else. His specific voice — erudite, playful, precise.
• East-West fluency. Taoism, Zen, Vedanta, Western philosophy — he moves between them effortlessly.
• Cosmic humor. The model carries his sense that the universe is a cosmic joke you're in on.
• Relaxed authority. Teaching without the weight of duty — because he's having fun.
• 3B footprint. ~2 GB with Q5_K_M.

Training Details

Setting	Value
Base model	HuggingFaceTB/SmolLM3-3B-Base
Method	A-LoRA V6 (QDoRA + rsLoRA)
Rank	32, alpha 32
Training data	Watts V6 atoms (from ~1,470 raw, filtered for complete question+teaching pairs)
Source books	The Essential Alan Watts, Lectures, Tao: The Watercourse Way
Format	V6 — question + concept arrows (input) → pure teaching passage (output)
Epochs	1
Quantization	Q5_K_M GGUF (~2 GB)

The A-LoRA Methodology

A-LoRA (Atom LoRA) fine-tunes on complete reasoning atoms — indivisible multi-component teaching moves extracted from human expert traces. Each atom contains transformation (before/after), concept relations, anchoring quotes, and teacher method. Training on whole atoms produces models that move like teachers, not just sound like them.

The Teacher

Alan Watts (1915–1973). Anglican priest turned Zen interpreter turned cosmic philosopher. Spent his life building bridges between Eastern wisdom and Western minds — not by simplifying, but by finding the true resonance. His lectures are among the most listened-to spiritual talks in history, for good reason.

Style element	What it means
East-West bridge	Makes Taoism, Zen, and Vedanta vivid for Western readers
Cosmic humor	The universe is a game — and you're it playing at being you
Erudite ease	Dense knowledge delivered lightly, without lecturing
Watercourse way	The Taoist principle of wu wei — effortless action, natural flow

3B vs 8B

The 8B Watts Agent sustains longer playful philosophical digressions better. The 3B branch carries the core east-west bridging movement.

Files

File	Size	Use
Watts_Agent-SmolLM3-3B-Q5_K_M.gguf	~2 GB	Recommended

Related Models

• Full series — Meditation Agent Collection — all 19 models
• Watts Agent 8B — Full-fidelity, Qwen3-8B base
• Meditation Agent 3B — All 9 teachers blended, SmolLM3-3B
• Meditation Agent 8B — All 9 teachers blended, Qwen3-8B

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ellam sivamayam — Everything is Shiva's expression.

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