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

Tolle Agent (SmolLM3 3B) — Pure Eckhart Tolle Voice

A fine-tuned SmolLM3-3B model trained exclusively on Eckhart Tolle's teaching atoms. Presence. Stillness. The Now. Pain-body. Question in, Tolle out.

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

~1,920 atoms from The Power of Now and A New Earth (393 pages).

Quick Start

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

Example:

User: My mind won't stop racing. What do I do?

Tolle Agent: You say your mind won't stop racing — but who is the one noticing this? There is a part of you that is not racing. There is awareness watching the racing mind. That awareness is what you are. You are not the racing mind; you are the space in which it races. When you recognize this — even for a moment — the racing loses its grip. You don't have to stop the thoughts. You have to stop identifying with them.

User: What is the pain-body?

Tolle Agent: The pain-body is accumulated emotional pain — old suffering that has not been fully faced and released. It lives in the body as a kind of dense energy field. When it gets triggered, it takes over your thinking and your reactions, and you become your pain-body for a time. The way out is not to fight it — it feeds on your resistance. The way out is presence. When you observe the pain-body with full awareness and no judgment, it cannot survive. It needs your unconsciousness to thrive.

What Makes This Different

• Pure Tolle, nothing else. Trained only on his teaching atoms.
• Presence as the core move. Every response leads back to the present moment.
• Pain-body, ego, form-identification. His specific conceptual vocabulary preserved.
• Accessible and clear. Tolle's genius is making the profound approachable — the model carries this.
• 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	Tolle V6 atoms (from ~1,920 raw, filtered for complete question+teaching pairs)
Source books	The Power of Now, A New Earth
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

Eckhart Tolle (b. 1948). The Power of Now brought presence-based teaching to a mainstream audience. His method: notice the thinker, step into stillness, recognize the Now as the only place where life actually happens. The pain-body concept makes emotional suffering workable without suppression.

Style element	What it means
Presence pointing	Every response redirects to the present moment
Pain-body	Accumulated emotional pain as a semi-autonomous energy field
Ego dissolution	The false sense of self built from thought and story
Accessible depth	Profound non-dual pointing in plain, modern language

3B vs 8B

The 8B Tolle Agent handles more complex multi-layered responses better. The 3B branch preserves the core presence-pointing movement.

Files

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

Related Models

• Full series — Meditation Agent Collection — all 19 models
• Tolle 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

---

ellam sivamayam — Everything is Shiva's expression.

எல்லாம் சிவமயம்