Skip to content

Census 2026-10-26 - #609

Merged
bong-water-water-bong merged 1 commit into
mainfrom
census/2026-10-26
Oct 26, 2026
Merged

bong-water-water-bong merged 1 commit into
mainfrom
census/2026-10-26

Conversation

@bong-water-water-bong

Copy link
Copy Markdown
Collaborator

429044 text-generation models on HF, 340379 with an architecture (2894 architectures).

models share
mapped (a backend's code accepts the architecture) 321755 94.53%
checked (passed serve_e2e on Strix Halo) 217141 63.79%
backend mapped checked
hrx 94.53% 63.79%
npu 53.7% 9.41%

Unmapped architectures with the most models:

  • Step1MoEForCausalLM: 2882
  • ParlerTTSForConditionalGeneration: 1585
  • ChessForCausalLM: 970
  • LlavaLlamaForCausalLM: 453
  • DynamicAlibiForCausalLM: 245
  • OpenLMForCausalLM: 245
  • DynamicForgettingForCausalLM: 240
  • BertLMHeadModel: 212
  • MobileLLMForCausalLM: 176
  • BartForConditionalGeneration: 174

…rchitectures): mapped 321755 (94.53%), checked 217141 (63.79%)
@github-actions

Copy link
Copy Markdown

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪
🧪 No relevant tests
🔒 No security concerns identified
⚡ Recommended focus areas for review

Data Consistency

The census data shows an increase in the number of models with architectures (340379) and mapped models (321755) from 428400 total models, but the no_arch count increased from 88380 to 88665, which is inconsistent with the total model count increase. This discrepancy suggests that either the total count or the no_arch count may be incorrect, or there's a data collection issue that needs to be verified.

"total": 429044,
"no_arch": 88665,
"pages": 430,
Missing Documentation

The PR description includes a table of backend coverage but does not specify how the numbers were measured on the hardware. The PR body should include measurements for each number mentioned in the description to ensure claims are substantiated.

{

@bong-water-water-bong
bong-water-water-bong merged commit d267d32 into main Oct 26, 2026
8 checks passed
@bong-water-water-bong
bong-water-water-bong deleted the census/2026-10-26 branch October 26, 2026 11:59
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant