Collection of all models in the GPT-X family
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Small Logic Engines
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Axiomic Labs is an independent, Australian-based AI research lab. Our work explores how small models can achieve stronger capabilities through better training data, compact architectures, and targeted benchmarks.
Join the SLM Community discord server here run by us and our partners as a place to meet, chat with, and share to members of the SLM Community!
Latest Releases
Models
| Model | Description |
|---|---|
| GPT-X3-150M | Our flagship SLM featuring our TX5 architecture and setting a new standard for the <150M class #1 on the the Open SLM Leaderboard |
| GPT-S3-3M | The latest model in our tiny model faimly featuring the TS5 architecture and achieving #1 in the <10M class on the Open SLM Leaderboard |
| NCN-RW | Experimental model featuring a custom novel neuromodulatory architecture. |
Benchmarks
| Benchmark | Description |
|---|---|
| ArithMark-3.0 | 3rd-gen arithmetic benchmark - 1,000 word problems across 17 categories. Powers the Open SLM Leaderboard |
| Tiny Theory of Mind | Our new benchmark for evaluating theory of mind capabilities in SLMs - 2000 examples over 40 ToM constructs |
Datasets
| Dataset | Description |
|---|---|
| SFTset-SLM | Our SFT dataset optimized specifically for SLMs |
| NPset-2-Python-Edu | Natural-language code dataset, converted from stack-edu (Python split) using the new NPset-2 spec |
Tools
| Tool | Description |
|---|---|
| Open SLM Leaderboard | Ranks small language models (<150M params) across 5 hand-picked benchmarks |
Team
We're always looking for talented and knowledgeable collaborators.
To apply, open a discussion on this README.
Partners
models 10
AxiomicLabs/GPT-X3-150M
Text Generation • 0.1B • Updated • 53 • 23
AxiomicLabs/GPT-S3-3M
Text Generation • 2.97M • Updated • 9 • 9
AxiomicLabs/NCN-RW
Text Generation • 9.72M • Updated • 489 • 14
AxiomicLabs/GPT-X2-125M
Text Generation • 0.1B • Updated • 445 • 32
AxiomicLabs/GPT-X2.5-135M
Text Generation • 0.1B • Updated • 1.01k • 67
AxiomicLabs/GPT-S-1.4M
Text Generation • 1.43M • Updated • 231 • 8
AxiomicLabs/GPT-X-125M
Text Generation • 0.1B • Updated • 172 • 5
AxiomicLabs/GPT-S2-5M
Text Generation • 5.38M • Updated • 471 • 22
AxiomicLabs/GPT-S-5M
Text Generation • 5.16M • Updated • 268 • 17
AxiomicLabs/GPT-X2-TOK-32K
Updated • 1
datasets 10
AxiomicLabs/FactBase-DCLM
Viewer • Updated • 1.71M • 5 • 2
AxiomicLabs/Tiny_Theory_of_Mind
Viewer • Updated • 2k • 2.8k • 49
AxiomicLabs/SFTset-SLM
Viewer • Updated • 3.09M • 639 • 9
AxiomicLabs/ACI-Bench
Viewer • Updated • 5k • 108 • 6
AxiomicLabs/Arithmark-3.0
Viewer • Updated • 1k • 2.02k • 13
AxiomicLabs/ArithMark-2.0
Viewer • Updated • 2.5k • 215 • 11
AxiomicLabs/ArithMark
Viewer • Updated • 5k • 111 • 6
AxiomicLabs/NPset-2-Python-Edu
Viewer • Updated • 4.87M • 428 • 11
AxiomicLabs/LogicMark
Viewer • Updated • 5k • 198 • 4
AxiomicLabs/NPset-python
Viewer • Updated • 7.45M • 158 • 5