GGUFGuy/hyperdex-most-undertrained-slm

Text Generation • 50M • Updated 12 days ago • 38

Note 49,995,456 params — card, config, and safetensors all agree (diff 0). Properly tied head.

SurjoLabs/Surjo-50m

Text Generation • 53.8M • Updated 10 days ago • 1.13k • 13

Note 53.8M params — card matches artifact (53,794,224 stored, F32, 178 tensors).

textilelabs/Loom-Weave-3

Text Generation • 31.5M • Updated 4 days ago • 243 • 2

Note 31.5M params — card matches artifact (31,469,952 stored, F32, 146 tensors, tied).

redredredredredred/slm-from-scratch-77m

Text Generation • 77.2M • Updated Jul 23 • 18 • 1

Note 77.2M params — card matches artifact (77,207,552 stored, F32; separate untied lm_head, expected).

yqi0/petitgpt

Text Generation • 0.1B • Updated 8 days ago • 1.43k • 25

Note 124.6M params — card matches artifact (124,635,456 stored, F32, 212 tensors, tied).

GGUFGuy/nanodex-500k-200m

Text Generation • 492k • Updated 12 days ago • 70 • 1

Note ~200M params — card matches artifact. From-scratch Llama-family SLM.

palette-lab/songgot-l

Text Generation • 0.3B • Updated 11 days ago • 1.02k

Note ~303M params — card matches artifact (303,350,784 stored, BF16, 218 tensors, tied).

fromziro/ZeroS-Pico-v1.1

59.8k • Updated 9 days ago • 2.08k • 8

Note 59.8K params — card matches artifact (59,769 stored, F32, 169 tensors, tied). Ultra-small custom SLM.

GGUFGuy/Tiny9

Updated 18 days ago • 1

Note 9 params (36 bytes) — card matches artifact exactly. The smallest thing in the collection.

DedeProGames/Overaddicted-500K

Text Generation • 492k • Updated 12 days ago • 943 • 1

Note 492,192 params — card, config, and safetensors all agree (diff 0). Properly tied head.

DoctorJhatka/Unrealistic-v1

Text Generation • 0.2B • Updated 5 days ago • 1.88k • 1

Note 189,748,992 params (verified clean, properly tied). Repo transferred from SohamProgrammer to DoctorJhatka — that's why the old namespace 404'd.

altslate/JugnuLM-110M-R4b

Text Generation • 0.1B • Updated 11 days ago • 315

Note ~110M params — card matches artifact (109,737,302 stored, BF16, 277 tensors, tied, no redundant lm_head). Custom Qwen3+value-residual SLM.

aksern/nexi-g1

30.3M • Updated 12 days ago • 56

Note ~30.3M params — card matches artifact (30,339,456 stored, F32, 76 tensors, tied). Also ran an eval: wikitext-2 ppl 157.53, TinyStories ppl 43.56.

GGUFGuy/useless-parameters

Text Generation • 0.1B • Updated 11 days ago • 29

Note 114,838,272 params — card matches artifact exactly (F32, 110 tensors, tied, no lm_head). From-scratch Llama SLM.

huggingworld/NanoDex-1M-300M

Text Generation • 1.06M • Updated 14 days ago • 142

Note 1,062,272 params — card matches artifact exactly (F32, 100 tensors, only embed_tokens, tied).

TobiasLogic/Museko-125M

Text Generation • 0.1B • Updated Jul 23 • 299 • 9

Note ~123M params — card matches artifact (122,702,592 stored, F32, 110 tensors, tied).

appvoid/void.0

0.1B • Updated 11 days ago • 212 • 4

Note ~132M params — card matches artifact (132,438,656 stored, BF16, 236 tensors, tied).

legalslm/legal-slm-336m-release

Text Generation • 0.3B • Updated 8 days ago • 542

Note ~332M params — card matches artifact (332,448,768 stored, BF16, 218 tensors, tied). 298.9M non-embed.

AwaleSagar/gpio-llm-base-rpi5

Text Generation • 18.8M • Updated 5 days ago • 303

Note Verified clean — card param count matches safetensors header.

AwaleSagar/gpio-llm-nano-rpi5

Text Generation • 4.96M • Updated 5 days ago • 307

Note Verified clean — card param count matches safetensors header.

AwaleSagar/gpio-llm-pico-rpi5

Text Generation • 2.74M • Updated 5 days ago • 294

Note Verified clean — card param count matches safetensors header.

SmallAICreator/MiniGPT2-22M-GGUF

Text Generation • 22M • Updated 2 days ago • 89 • 1

Note Verified clean — card param count matches artifact.

Mieaz/gpt22m-chat

Text Generation • Updated Aug 5 • 28

Note Verified clean — card param count matches artifact.

sizzlebop/Glimmer-1-Base-GGUF

Text Generation • 11.9k • Updated 14 days ago • 279

Note Verified clean — card param count matches artifact.

Krishna0812/Tiny_Stories

Text Generation • 17.2M • Updated Jul 29 • 63

Note Verified clean — card param count matches artifact.

itlrc/gpt2-small

Text Generation • 0.1B • Updated 1 day ago • 292 • 1

Note 124,439,808 params — card=config=safetensors header, diff 0. Has UNTIED lm_head (tied-embedding config math reads ~46M low; the real count is the header's 124.4M).

Compactbot/tinystories-24m

Text Generation • 24.6M • Updated 1 day ago • 392 • 2

Note 24.59M BPE GPT, from-scratch on TinyStories, val ppl 8.76, coherent (9/9 samples). Verified clean 2026-09-23.

d0rj/looped-51M-base

Text Generation • 50.9M • Updated 2 days ago • 189

Note 50,869,760 params — card matches header (50,869,792 minus 32-elem RoPE inv_freq buffer). From-scratch looped ablation.

d0rj/q-prefixlm-51M-base

Text Generation • 50.9M • Updated 2 days ago • 2

Note 50,866,720 params — card matches safetensors header exactly (93 F32 tensors). From-scratch prefix-LM ablation.

oddadmix/Emhotob-25M-Egyptian-English-v2

Text Generation • 25.3M • Updated Jul 19 • 13

Note 25,271,424 params — card matches header (74 BF16 tensors, tied). From-scratch Egyptian-Arabic↔English translation.

PrometheanStudio/talos-mini-1m-oasst1

Text Generation • Updated 3 days ago • 127

Note 1,000,320 params — card = config = checkpoint n_params = sum of 30 param tensors. From-scratch 1M OASST1.

Glint-Research/Glint-2

Updated 17 days ago • 155 • 31

Note 1,710,049 params — card "1.71M" matches .pt state dict. From-scratch looped-LoRA tiny LM.

d0rj/diffusion-51M-base

Other • 51.4M • Updated 1 day ago • 10

Note 51,392,512 stored params (50,867,200 optimized + 525,312 frozen time-branch) — card matches safetensors header exactly (98 F32 tensors, minus single RoPE buffer). From-scratch masked diffusion LM (LLaDA-family), FineWeb-Edu 10BT, 15k steps.