Meditation Agent - Non dual/Self realization Teacher Series
Collection
9 contemplative teachers distilled into LLM weights via A-LoRA. Multi-teacher + 8 single-teacher specialists. 3B, 8B, 14B sizes. • 19 items • Updated • 1
Text Generation
GGUF
English
contemplative-ai
fine-tuned
lora
qlora
smollm3
nondual
teaching
spirituality
awareness
eckhart-tolle
presence
stillness
pain-body
ego
output = llm(
"Once upon a time,",
max_tokens=512,
echo=True
)
print(output)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
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Model tree for Sathman/Tolle-Agent-SmolLM3-3B-GGUF
Base model
HuggingFaceTB/SmolLM3-3B-Base
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="Sathman/Tolle-Agent-SmolLM3-3B-GGUF", filename="Tolle_Agent-SmolLM3-3B-Q5_K_M.gguf", )