{"repo":"NousResearch/hermes-agent","public_id":"132779","display_label":"Split GGUF multi-shard pricing fix","summary":"A bug caused split GGUF models to be priced by only the first shard, making very large models appear tiny and allowing too many to be admitted. A fix computes the total size as the sum of all shards.","subsystem":"hermes_cli","counts":{"members":3,"open_issues":0,"open_issues_distinct":0,"open_prs":1,"closed_issues":1,"merged_prs":1,"attempt_prs":1},"landed_fix":{"status":"merged_to_main","basis":"structural","pr":134116,"merged_at":"2026-10-06T20:33:21+00:00"},"resolution":{"state":"resolved","by":"pr-134116"},"freshness":{"state":"verified","last_verified_at":"2026-10-06T20:33:21+00:00","is_stale":false},"grouping":{"backbone":"STRUCTURAL_SPANNING","link_density":0.6666666666666666},"fix_edges":[{"issue_number":132779,"pr_number":134116,"tier":"verified","basis":"closing_ref","confidence":0.95,"recoverable_from_timeline":true,"pr_merged_at":"2026-10-06T20:33:21+00:00"}],"members":[{"kind":"issue","number":132779,"title":"Split GGUF priced by shard 1 only: residency probe sees a 175 GB model as 6.7 GiB, admits 3 giants on a 256 GB box","url":null,"state":"closed"},{"kind":"pr","number":132794,"title":"fix(local-runtime): price a split GGUF as the sum of its shards","url":null,"state":"open","close_reason":{"refs":[{"kind":"commit","value":"340d6cf048","number":0}],"category":"uncategorized","implication":"needs_llm"},"merged":false},{"kind":"pr","number":134116,"title":"feat(local-models): run Qwen3.8 Flash Next as UD-IQ4_XS with ggml-org's MTP head","url":null,"state":"merged","close_reason":{"category":"merged"},"merged":true,"is_fix_pr":true,"fix_tier":"verified","files_changed":["apps/desktop/src/i18n/de.ts","apps/desktop/src/i18n/de_local_models.ts","apps/desktop/src/i18n/en.ts","apps/desktop/src/i18n/en_local_models.ts","apps/desktop/src/i18n/es.ts","apps/desktop/src/i18n/es_local_models.ts","apps/desktop/src/i18n/fr.ts","apps/desktop/src/i18n/fr_local_models.ts","apps/desktop/src/i18n/ja.ts","apps/desktop/src/i18n/ja_local_models.ts","apps/desktop/src/i18n/zh-hant_settings.ts","apps/desktop/src/i18n/zh.ts","apps/desktop/src/i18n/zh_local_models.ts","apps/desktop/src/types/hermes.ts","hermes_cli/local_runtime/catalog.json","hermes_cli/local_runtime/catalog.py","hermes_cli/local_runtime/context_policy.py","hermes_cli/local_runtime/estimator.py","hermes_cli/local_runtime/gguf.py","hermes_cli/local_runtime/growth.py","hermes_cli/local_runtime/hardware.py","hermes_cli/local_runtime/hf_browse.py","hermes_cli/local_runtime/presets.py","hermes_cli/web_routers/local_models.py","locales/_keys.desktop.json","tests/hermes_cli/test_catalog_json.py","tests/hermes_cli/test_catalog_variants.py","tests/hermes_cli/test_local_models_routes.py","tests/hermes_cli/test_local_mtp_head.py","tests/hermes_cli/test_local_recommendation.py","tests/hermes_cli/test_local_runtime_gguf_split.py","tests/hermes_cli/test_local_runtime_lazy_read.py","tests/hermes_cli/test_local_window_compute.py"]}],"trust":{"default_tier":"verified","includes_suggested":false}}