From cc7a549af27bc4d2f1fd4f13841efd7988cce523 Mon Sep 17 00:00:00 2001
From: Ari Mayer <ari111097@gmail.com>
Date: Fri, 31 Jul 2026 14:37:32 -0400
Subject: [PATCH] fix open-weights metadata: 29 missing weights links, 3 wrong
 flags
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The repository invariant 'open_weights = true implies weights links'
(packages/core/test/generate.test.ts) fails on 32 registry records.
Every entry was verified against Hugging Face individually:

- 29 records get their canonical Hugging Face repo added as
  [[weights]] (label/url form used by all 93 existing entries).
  Non-obvious repo spellings verified live: NVIDIA's underscore
  variants (Llama-3_1-Nemotron-Ultra-253B-v1), the -HF Transformers
  conversion for Llama-3.1-Nemotron-70B-Instruct, BF16-suffixed
  Nemotron 3 repos, and CohereLabs (not cohere) for Command A Plus
  and North Mini Code.
- 3 records had the flag itself wrong and are corrected to
  open_weights = false, each with a top-of-file citation comment:
  deepreinforce/ornith-1.0-31b (announced but never published — the
  org ships only 9B/35B/397B), nvidia/mistral-nemotron (NIM
  API-only, no public weights), nvidia/nemotron-voicechat
  (application-only Early Access, not publicly downloadable).

bun validate passes; the core suite is fully green after this change
(111 pass / 0 fail).

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---
 models/cohere/command-a-plus-05-2026.toml                 | 4 ++++
 models/cohere/north-mini-code-1-0.toml                    | 4 ++++
 models/deepreinforce/ornith-1.0-31b.toml                  | 6 +++++-
 models/moonshotai/kimi-k3.toml                            | 4 ++++
 models/nvidia/llama-3.1-nemotron-70b-instruct.toml        | 4 ++++
 models/nvidia/llama-3.1-nemotron-safety-guard-8b-v3.toml  | 4 ++++
 models/nvidia/llama-3.1-nemotron-ultra-253b.toml          | 4 ++++
 models/nvidia/llama-3.3-nemotron-super-49b-v1.5.toml      | 4 ++++
 models/nvidia/llama-3.3-nemotron-super-49b-v1.toml        | 4 ++++
 models/nvidia/llama-nemotron-embed-vl-1b-v2.toml          | 4 ++++
 models/nvidia/llama-nemotron-rerank-vl-1b-v2.toml         | 4 ++++
 models/nvidia/mistral-nemotron.toml                       | 5 ++++-
 models/nvidia/nemotron-3-content-safety.toml              | 4 ++++
 models/nvidia/nemotron-3-nano-30b-a3b.toml                | 4 ++++
 models/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning.toml | 4 ++++
 models/nvidia/nemotron-3-super-120b-a12b.toml             | 4 ++++
 models/nvidia/nemotron-3-ultra-550b-a55b.toml             | 4 ++++
 models/nvidia/nemotron-3.5-content-safety.toml            | 4 ++++
 models/nvidia/nemotron-cascade-2-30b-a3b.toml             | 4 ++++
 models/nvidia/nemotron-content-safety-reasoning-4b.toml   | 4 ++++
 models/nvidia/nemotron-mini-4b-instruct.toml              | 4 ++++
 models/nvidia/nemotron-nano-12b-v2-vl.toml                | 4 ++++
 models/nvidia/nemotron-nano-9b-v2.toml                    | 4 ++++
 models/nvidia/nemotron-voicechat.toml                     | 5 ++++-
 models/openai/whisper-large-v3-turbo.toml                 | 4 ++++
 models/openai/whisper-large-v3.toml                       | 4 ++++
 models/poolside/laguna-m.1.toml                           | 4 ++++
 models/poolside/laguna-s-2.1.toml                         | 6 +++++-
 models/poolside/laguna-xs-2.1.toml                        | 4 ++++
 models/poolside/laguna-xs.2.toml                          | 4 ++++
 models/sarvam/sarvam-105b.toml                            | 4 ++++
 models/sarvam/sarvam-30b.toml                             | 4 ++++
 32 files changed, 130 insertions(+), 4 deletions(-)

diff --git a/models/cohere/command-a-plus-05-2026.toml b/models/cohere/command-a-plus-05-2026.toml
index 3b75e4a3d1..ce41d6853c 100644
--- a/models/cohere/command-a-plus-05-2026.toml
+++ b/models/cohere/command-a-plus-05-2026.toml
@@ -18,3 +18,7 @@ output = 64_000
 [modalities]
 input = ["text", "image"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/CohereLabs/command-a-plus-05-2026-bf16"
diff --git a/models/cohere/north-mini-code-1-0.toml b/models/cohere/north-mini-code-1-0.toml
index 8de8cf696c..30f28ba81d 100644
--- a/models/cohere/north-mini-code-1-0.toml
+++ b/models/cohere/north-mini-code-1-0.toml
@@ -62,3 +62,7 @@ score = 37
 metric = "success rate"
 source = "https://artificialanalysis.ai/articles/north-mini-code-cohere-s-small-coding-focused-moe-model"
 date = "2026-06-09"
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/CohereLabs/North-Mini-Code-1.0"
diff --git a/models/deepreinforce/ornith-1.0-31b.toml b/models/deepreinforce/ornith-1.0-31b.toml
index a07ebaf268..b8b2bf76ca 100644
--- a/models/deepreinforce/ornith-1.0-31b.toml
+++ b/models/deepreinforce/ornith-1.0-31b.toml
@@ -1,3 +1,7 @@
+# open_weights corrected to false: the 31B Dense variant is named in the Ornith 1.0
+# announcement (https://deep-reinforce.com/ornith_1_0.html) but was never published —
+# https://huggingface.co/deepreinforce-ai ships only 9B/35B/397B and no 31B repo or
+# community quantization exists anywhere on Hugging Face.
 # Announced in the Ornith 1.0 family but not yet published on Hugging Face as
 # of 2026-06-28 — no weights URL or benchmark scores available yet. Modalities
 # and context window are provisional, assumed consistent with the rest of the
@@ -12,7 +16,7 @@ attachment = true
 reasoning = true
 temperature = true
 tool_call = true
-open_weights = true
+open_weights = false
 license = "MIT"
 
 [limit]
diff --git a/models/moonshotai/kimi-k3.toml b/models/moonshotai/kimi-k3.toml
index 0323245963..be609eb197 100644
--- a/models/moonshotai/kimi-k3.toml
+++ b/models/moonshotai/kimi-k3.toml
@@ -17,3 +17,7 @@ output = 131_072
 [modalities]
 input = ["text", "image", "video"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/moonshotai/Kimi-K3"
diff --git a/models/nvidia/llama-3.1-nemotron-70b-instruct.toml b/models/nvidia/llama-3.1-nemotron-70b-instruct.toml
index 9e9c3f3f1c..df2e562ef1 100644
--- a/models/nvidia/llama-3.1-nemotron-70b-instruct.toml
+++ b/models/nvidia/llama-3.1-nemotron-70b-instruct.toml
@@ -16,3 +16,7 @@ output = 8_192
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Llama-3.1-Nemotron-70B-Instruct-HF"
diff --git a/models/nvidia/llama-3.1-nemotron-safety-guard-8b-v3.toml b/models/nvidia/llama-3.1-nemotron-safety-guard-8b-v3.toml
index 85fd9aff83..7b808d8705 100644
--- a/models/nvidia/llama-3.1-nemotron-safety-guard-8b-v3.toml
+++ b/models/nvidia/llama-3.1-nemotron-safety-guard-8b-v3.toml
@@ -16,3 +16,7 @@ output = 4_096
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Llama-3.1-Nemotron-Safety-Guard-8B-v3"
diff --git a/models/nvidia/llama-3.1-nemotron-ultra-253b.toml b/models/nvidia/llama-3.1-nemotron-ultra-253b.toml
index 6cde66cde1..7b3e25aa1f 100644
--- a/models/nvidia/llama-3.1-nemotron-ultra-253b.toml
+++ b/models/nvidia/llama-3.1-nemotron-ultra-253b.toml
@@ -16,3 +16,7 @@ output = 8_192
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Llama-3_1-Nemotron-Ultra-253B-v1"
diff --git a/models/nvidia/llama-3.3-nemotron-super-49b-v1.5.toml b/models/nvidia/llama-3.3-nemotron-super-49b-v1.5.toml
index 76abbc573f..2e33dbea06 100644
--- a/models/nvidia/llama-3.3-nemotron-super-49b-v1.5.toml
+++ b/models/nvidia/llama-3.3-nemotron-super-49b-v1.5.toml
@@ -16,3 +16,7 @@ output = 131_072
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Llama-3_3-Nemotron-Super-49B-v1_5"
diff --git a/models/nvidia/llama-3.3-nemotron-super-49b-v1.toml b/models/nvidia/llama-3.3-nemotron-super-49b-v1.toml
index da8ec17c41..ed015a5566 100644
--- a/models/nvidia/llama-3.3-nemotron-super-49b-v1.toml
+++ b/models/nvidia/llama-3.3-nemotron-super-49b-v1.toml
@@ -16,3 +16,7 @@ output = 131_072
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Llama-3_3-Nemotron-Super-49B-v1"
diff --git a/models/nvidia/llama-nemotron-embed-vl-1b-v2.toml b/models/nvidia/llama-nemotron-embed-vl-1b-v2.toml
index 03bd163141..7df30249e0 100644
--- a/models/nvidia/llama-nemotron-embed-vl-1b-v2.toml
+++ b/models/nvidia/llama-nemotron-embed-vl-1b-v2.toml
@@ -16,3 +16,7 @@ output = 2_048
 [modalities]
 input = ["text", "image"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/llama-nemotron-embed-vl-1b-v2"
diff --git a/models/nvidia/llama-nemotron-rerank-vl-1b-v2.toml b/models/nvidia/llama-nemotron-rerank-vl-1b-v2.toml
index 0245407e36..9804e43669 100644
--- a/models/nvidia/llama-nemotron-rerank-vl-1b-v2.toml
+++ b/models/nvidia/llama-nemotron-rerank-vl-1b-v2.toml
@@ -16,3 +16,7 @@ output = 4_096
 [modalities]
 input = ["text", "image"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/llama-nemotron-rerank-vl-1b-v2"
diff --git a/models/nvidia/mistral-nemotron.toml b/models/nvidia/mistral-nemotron.toml
index 5bb59129bc..ebadbeb9ef 100644
--- a/models/nvidia/mistral-nemotron.toml
+++ b/models/nvidia/mistral-nemotron.toml
@@ -1,3 +1,6 @@
+# open_weights corrected to false: no public weights exist — nvidia/Mistral-Nemotron is
+# not on Hugging Face (the nvidia org has no *istral* repo) and the model is served
+# API-only via NVIDIA NIM (https://docs.api.nvidia.com/nim/reference/mistralai-mistral-nemotron).
 name = "Mistral Nemotron"
 description = "Mistral model for multilingual chat, reasoning, and tool-assisted workflows"
 family = "nemotron"
@@ -7,7 +10,7 @@ attachment = false
 reasoning = false
 temperature = true
 tool_call = true
-open_weights = true
+open_weights = false
 
 [limit]
 context = 128_000
diff --git a/models/nvidia/nemotron-3-content-safety.toml b/models/nvidia/nemotron-3-content-safety.toml
index 6d99edb922..195cc9ba83 100644
--- a/models/nvidia/nemotron-3-content-safety.toml
+++ b/models/nvidia/nemotron-3-content-safety.toml
@@ -16,3 +16,7 @@ output = 4_096
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Nemotron-3-Content-Safety"
diff --git a/models/nvidia/nemotron-3-nano-30b-a3b.toml b/models/nvidia/nemotron-3-nano-30b-a3b.toml
index a7d3a83bce..c79bc9ec47 100644
--- a/models/nvidia/nemotron-3-nano-30b-a3b.toml
+++ b/models/nvidia/nemotron-3-nano-30b-a3b.toml
@@ -16,3 +16,7 @@ output = 262_144
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16"
diff --git a/models/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning.toml b/models/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning.toml
index f0684eecfb..b29e877ae8 100644
--- a/models/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning.toml
+++ b/models/nvidia/nemotron-3-nano-omni-30b-a3b-reasoning.toml
@@ -16,3 +16,7 @@ output = 65_536
 [modalities]
 input = ["text", "image", "video", "audio"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16"
diff --git a/models/nvidia/nemotron-3-super-120b-a12b.toml b/models/nvidia/nemotron-3-super-120b-a12b.toml
index 7bc3ca4507..32795584e3 100644
--- a/models/nvidia/nemotron-3-super-120b-a12b.toml
+++ b/models/nvidia/nemotron-3-super-120b-a12b.toml
@@ -16,3 +16,7 @@ output = 262_144
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16"
diff --git a/models/nvidia/nemotron-3-ultra-550b-a55b.toml b/models/nvidia/nemotron-3-ultra-550b-a55b.toml
index faca3a88b1..9c1a74d8f1 100644
--- a/models/nvidia/nemotron-3-ultra-550b-a55b.toml
+++ b/models/nvidia/nemotron-3-ultra-550b-a55b.toml
@@ -99,3 +99,7 @@ score = 46.7
 metric = "wins or ties"
 source = "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16"
 date = "2026-06-04"
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16"
diff --git a/models/nvidia/nemotron-3.5-content-safety.toml b/models/nvidia/nemotron-3.5-content-safety.toml
index 19545d5054..f43bb132f5 100644
--- a/models/nvidia/nemotron-3.5-content-safety.toml
+++ b/models/nvidia/nemotron-3.5-content-safety.toml
@@ -16,3 +16,7 @@ output = 8_192
 [modalities]
 input = ["text", "image"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Nemotron-3.5-Content-Safety"
diff --git a/models/nvidia/nemotron-cascade-2-30b-a3b.toml b/models/nvidia/nemotron-cascade-2-30b-a3b.toml
index fc16ade56c..3051fbe4fb 100644
--- a/models/nvidia/nemotron-cascade-2-30b-a3b.toml
+++ b/models/nvidia/nemotron-cascade-2-30b-a3b.toml
@@ -16,3 +16,7 @@ output = 32_768
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Nemotron-Cascade-2-30B-A3B"
diff --git a/models/nvidia/nemotron-content-safety-reasoning-4b.toml b/models/nvidia/nemotron-content-safety-reasoning-4b.toml
index e683d301bf..f1a4db15cf 100644
--- a/models/nvidia/nemotron-content-safety-reasoning-4b.toml
+++ b/models/nvidia/nemotron-content-safety-reasoning-4b.toml
@@ -16,3 +16,7 @@ output = 4_096
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Nemotron-Content-Safety-Reasoning-4B"
diff --git a/models/nvidia/nemotron-mini-4b-instruct.toml b/models/nvidia/nemotron-mini-4b-instruct.toml
index f62c25ada2..f8c85a2e2d 100644
--- a/models/nvidia/nemotron-mini-4b-instruct.toml
+++ b/models/nvidia/nemotron-mini-4b-instruct.toml
@@ -16,3 +16,7 @@ output = 8_192
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/Nemotron-Mini-4B-Instruct"
diff --git a/models/nvidia/nemotron-nano-12b-v2-vl.toml b/models/nvidia/nemotron-nano-12b-v2-vl.toml
index 395b8a51f6..c503f218fe 100644
--- a/models/nvidia/nemotron-nano-12b-v2-vl.toml
+++ b/models/nvidia/nemotron-nano-12b-v2-vl.toml
@@ -16,3 +16,7 @@ output = 128_000
 [modalities]
 input = ["text", "image", "video"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-12B-v2-VL-BF16"
diff --git a/models/nvidia/nemotron-nano-9b-v2.toml b/models/nvidia/nemotron-nano-9b-v2.toml
index 8e51ee4034..11ded47415 100644
--- a/models/nvidia/nemotron-nano-9b-v2.toml
+++ b/models/nvidia/nemotron-nano-9b-v2.toml
@@ -16,3 +16,7 @@ output = 131_072
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2"
diff --git a/models/nvidia/nemotron-voicechat.toml b/models/nvidia/nemotron-voicechat.toml
index c5baf0776d..ab81162066 100644
--- a/models/nvidia/nemotron-voicechat.toml
+++ b/models/nvidia/nemotron-voicechat.toml
@@ -1,3 +1,6 @@
+# open_weights corrected to false: weights are not publicly downloadable — access is an
+# application-only Early Access Program (https://developer.nvidia.com/nemotron-voicechat-early-access)
+# and no Hugging Face repo exists. Revisit if NVIDIA opens general access.
 name = "Nemotron VoiceChat"
 description = "Nemotron multimodal model for visual reasoning and agentic AI workflows"
 family = "nemotron"
@@ -7,7 +10,7 @@ attachment = true
 reasoning = false
 temperature = true
 tool_call = true
-open_weights = true
+open_weights = false
 
 [limit]
 context = 128_000
diff --git a/models/openai/whisper-large-v3-turbo.toml b/models/openai/whisper-large-v3-turbo.toml
index dd6d1e2e21..9f6cd56722 100644
--- a/models/openai/whisper-large-v3-turbo.toml
+++ b/models/openai/whisper-large-v3-turbo.toml
@@ -15,3 +15,7 @@ output = 448
 [modalities]
 input = ["audio"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/openai/whisper-large-v3-turbo"
diff --git a/models/openai/whisper-large-v3.toml b/models/openai/whisper-large-v3.toml
index 37e0628254..82c987f618 100644
--- a/models/openai/whisper-large-v3.toml
+++ b/models/openai/whisper-large-v3.toml
@@ -15,3 +15,7 @@ output = 4_096
 [modalities]
 input = ["audio"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/openai/whisper-large-v3"
diff --git a/models/poolside/laguna-m.1.toml b/models/poolside/laguna-m.1.toml
index 5e7d68504f..40a6b6b818 100644
--- a/models/poolside/laguna-m.1.toml
+++ b/models/poolside/laguna-m.1.toml
@@ -17,3 +17,7 @@ output = 32_768
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/poolside/Laguna-M.1"
diff --git a/models/poolside/laguna-s-2.1.toml b/models/poolside/laguna-s-2.1.toml
index 3445961bd2..1655d35fc5 100644
--- a/models/poolside/laguna-s-2.1.toml
+++ b/models/poolside/laguna-s-2.1.toml
@@ -16,4 +16,8 @@ output = 32_768
 
 [modalities]
 input = ["text"]
-output = ["text"]
\ No newline at end of file
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/poolside/Laguna-S-2.1"
diff --git a/models/poolside/laguna-xs-2.1.toml b/models/poolside/laguna-xs-2.1.toml
index 62b042ef20..44cf74dee2 100644
--- a/models/poolside/laguna-xs-2.1.toml
+++ b/models/poolside/laguna-xs-2.1.toml
@@ -50,3 +50,7 @@ harness = "Harbor"
 version = "2.0"
 source = "https://poolside.ai/blog/introducing-laguna-xs-2-1"
 date = "2026-07-02"
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/poolside/Laguna-XS-2.1"
diff --git a/models/poolside/laguna-xs.2.toml b/models/poolside/laguna-xs.2.toml
index 4ee1b454d1..f58f7bd922 100644
--- a/models/poolside/laguna-xs.2.toml
+++ b/models/poolside/laguna-xs.2.toml
@@ -17,3 +17,7 @@ output = 32_768
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/poolside/Laguna-XS.2"
diff --git a/models/sarvam/sarvam-105b.toml b/models/sarvam/sarvam-105b.toml
index 753f6498b6..7fd840e9bb 100644
--- a/models/sarvam/sarvam-105b.toml
+++ b/models/sarvam/sarvam-105b.toml
@@ -16,3 +16,7 @@ output = 131_072
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/sarvamai/sarvam-105b"
diff --git a/models/sarvam/sarvam-30b.toml b/models/sarvam/sarvam-30b.toml
index e16fc2f442..1966f2924c 100644
--- a/models/sarvam/sarvam-30b.toml
+++ b/models/sarvam/sarvam-30b.toml
@@ -16,3 +16,7 @@ output = 128_000
 [modalities]
 input = ["text"]
 output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/sarvamai/sarvam-30b"