Small-model architecture census · V2
Inventory observation
Sigma5C observed catalog aliases with recorded parameter sizes of three billion or fewer in the local-weight inventory.
- Catalog aliases
- 202
- Architecture families
- 22
- Quantizations
- 5
What this census counts
Counts describe catalog aliases. Different aliases may refer to the same weights, and catalog metadata does not establish the checkpoint used in an observation.
Size buckets
- Under 100M
- 17
- 100M to under 500M
- 44
- 500M to under 1B
- 18
- 1B to under 2B
- 71
- 2B to 3B
- 52
Size buckets use recorded parameter values.
Quantization
- Q4_0
- 73
- F16
- 63
- Q4_K_M
- 37
- Q8_0
- 25
- BF16
- 4
Quantization labels are retained as recorded.
Architecture families
- llama
- 46
- bert
- 44
- qwen2
- 26
- phi2
- 14
- granite
- 13
- gemma
- 10
- granitemoe
- 7
- gemma2
- 6
- stablelm
- 6
- gemma3
- 5
- exaone
- 4
- nomic-bert
- 4
- glmocr
- 3
- qwen3
- 3
- qwen35
- 3
- starcoder2
- 3
- clip
- 2
- internlm2
- 1
- lfm2
- 1
- nomic-bert-moe
- 1
- qwen3vl
- 1
- starcoder
- 1
An alias can have more than one recorded architecture family.