TMLM-Haiku Series
Collection
Find all of the Haiku models in one place! (Hint: its here ) • 4 items • Updated • 2
TMLM-Haiku-2.3
It speaks. It actually speaks. Mostly.
We have come so far. From the dark ages of couldcouldoldbloodblood to actual, coherent, structured sentences. This is TMLM-Haiku-2.3. It is 1 million parameters. It is small. It is trying its best. And unlike its ancestors, it usually succeeds.
Quick Stats
- Parameters: 1,000,000 (Yes, really. 1M.)
- Training Tokens: 10 Billion
- Context Window: 2048 tokens
- Vibe: Chaotic good, but mostly good.
What Is This?
Haiku-2.3 is the latest evolution of the TMLM-Haiku series. It builds on Haiku-2 by adding SPIN (Self-Play Fine-Tuning) to the training loop. This model represents a 3x improvement in combined performance score over the original Haiku. Coherence has jumped from 1.99 to 6.03. Relevance is no longer zero. It is a miracle.
The Journey
| Model | Era | Typical Output | Combined Score |
|---|---|---|---|
| Haiku-1 | The Dark Ages | couldcouldoldbloodbloodbodybody |
1.62 |
| Haiku-1.3 | The Pipe Character Incident | |fdish|||||!@| |
1.21 |
| Haiku-2 | The Awakening | It is about **competent development**... |
3.87 |
| Haiku-2.3 (SPIN) | Current Era | The artificial intelligence is a problem... |
4.84 ★ |
Expected Output:
"The simple terms arrived in simulant explorers and honey are specific or forecasters. They allow the structure of their similar..."
Disclaimer
This is a 1 million parameter model.
- It is not GPT-5.
- It is not GPT-2.
- It is a tiny neural network running on a prayer and a GPU.
- It might still output
chuamliamceoccasionally. If it does, just try again. It is shy. - For best results, use temperature around 0.7. If you crank it to 2.0, you are on your own.
Benchmarks
We benchmarked Haiku-2.3 against all previous versions using a standard 7-question suite.
| Metric | Haiku-1 | Haiku-1.3 | Haiku-2 | Haiku-2.3 (SPIN) |
|---|---|---|---|---|
| Fluency | 0.50 | 1.69 | 8.35 | 8.78 |
| Coherence | 1.99 | 1.56 | 5.72 | 6.03 |
| Relevance | 1.22 | 0.00 | 0.00 | 2.25 |
| Format | 3.29 | 3.29 | 3.29 | 3.29 |
| Combined | 1.62 | 1.21 | 3.87 | 4.84 |
Related Models
Check out the rest of the family:
- TMLM-Haiku-1 (The ancestor)
- TMLM-Haiku-1.3 (The pipe character one)
- TMLM-Haiku-2 (The breakthrough)
Acknowledgments
Built with curiosity over compute. Trained on FineWeb-Edu. SPIN optimized. And a lot of hope.
Built by CompactAI. If you like tiny models that try their best, give us a follow. ```
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