[Monitor] Frontier update — week of 2026-07-13

[github-actions]

🔭 Frontier model & benchmark monitor — 2026-07-13

Auto-generated by monitor_models.py · lookback: 7 days

🤖 New open-weight model releases (Hugging Face Hub)

• google/gemma-4-E2B-it-qat-mobile-transformers — google · ⬇️ 27,257 · ❤️ 124
  • Tags: transformers, safetensors, gemma4, any-to-any, arxiv:2607.02770
• google/gemma-4-E4B-it-qat-mobile-transformers — google · ⬇️ 5,496 · ❤️ 23
  • Tags: transformers, safetensors, gemma4, any-to-any, arxiv:2607.02770
• google/gemma-4-E2B-it-qat-mobile-ct — google · ⬇️ 16,772 · ❤️ 23
  • Tags: transformers, safetensors, gemma4, image-text-to-text, any-to-any
• google/gemma-4-E4B-it-qat-mobile-ct — google · ⬇️ 19,125 · ❤️ 21
  • Tags: transformers, safetensors, gemma4, image-text-to-text, any-to-any
• google/gemma-4-31B-it-qat-w4a16-ct — google · ⬇️ 1,386,973 · ❤️ 38
  • Tags: transformers, safetensors, gemma4, image-text-to-text, conversational
• google/gemma-4-12B-it-qat-w4a16-ct — google · ⬇️ 1,959,369 · ❤️ 42
  • Tags: transformers, safetensors, gemma4_unified, image-text-to-text, any-to-any
• google/gemma-4-E4B-it-qat-w4a16-ct — google · ⬇️ 354,411 · ❤️ 10
  • Tags: transformers, safetensors, gemma4, image-text-to-text, any-to-any
• google/gemma-4-E2B-it-qat-w4a16-ct — google · ⬇️ 503,329 · ❤️ 6
  • Tags: transformers, safetensors, gemma4, image-text-to-text, any-to-any
• nvidia/Nemotron-Cascade-2-30B-A3B — nvidia · ⬇️ 93,381 · ❤️ 512
  • Tags: transformers, safetensors, nemotron_h, text-generation, nvidia
• nvidia/PiD — nvidia · ⬇️ 261 · ❤️ 357
  • Tags: pytorch, diffusers, safetensors, super-resolution, diffusion
• nvidia/Nemotron-Labs-Audex-2B — nvidia · ⬇️ 1,435 · ❤️ 66
  • Tags: transformers, safetensors, nemotron_labs_audex, nvidia, nemotron-labs-audex
• nvidia/Cosmos3-Super-Text2Image — nvidia · ⬇️ 28,075 · ❤️ 160
  • Tags: cosmos, diffusers, safetensors, cosmos3_omni, nvidia
• nvidia/Cosmos3-Super-Image2Video — nvidia · ⬇️ 4,780 · ❤️ 140
  • Tags: cosmos, diffusers, safetensors, cosmos3_omni, nvidia
• nvidia/Cosmos3-Nano — nvidia · ⬇️ 221,781 · ❤️ 291
  • Tags: cosmos, diffusers, safetensors, cosmos3_omni, nvidia
• nvidia/Cosmos3-Super — nvidia · ⬇️ 56,272 · ❤️ 198
  • Tags: cosmos, diffusers, safetensors, cosmos3_omni, nvidia

📄 New model / evaluation papers (arXiv cs.CL + cs.AI)

No new model release papers found this week.

🆕 New benchmarks detected (not in benchmark_registry.json)

No new benchmarks detected beyond our current registry.

🏆 Papers With Code SOTA updates

No new SOTA entries this week.

✅ Suggested actions

• Review new HF models above — add any to results/benchmark.csv as new columns
• Check new arXiv papers for benchmark scores to add to frontier baselines
• Evaluate new benchmarks against your H100 pipeline compatibility
• Update docs/benchmark_registry.json if new benchmarks are confirmed valuable

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