Qwen2.5 7B Instruct

Seed record; verify parameter count and license metadata against the model card during scheduled sync.


Gemma 3 4B IT

Open-weight under Google’s Gemma terms; do not label as Apache-licensed.


Llama 3.2 3B Instruct

Open-weight under Meta’s Llama license; access may require accepting the model terms.


Phi-4 Mini Instruct

Seed record; verify deployment backends independently before marking a device verified.


OLMo 2 7B Instruct

Included as a transparency-oriented reference family.


SmolLM2 1.7B Instruct

Small-model baseline for local and edge deployment experiments.


Mistral 7B Instruct v0.3

Reference dense model for comparing local inference tradeoffs.


Qwen2.5-VL 3B Instruct

Multimodal seed record; runtime memory must include the vision component.


Florence-2 Base

Vision-language foundation model with captioning, OCR, detection, and segmentation tasks.


Qwen3 0.6B

Official Qwen3 dense checkpoint; safetensors metadata reports approximately 0.75B parameters.


Qwen3 1.7B

Official Qwen3 dense checkpoint; safetensors metadata reports approximately 2.03B parameters.


Qwen3 4B

Official Qwen3 dense checkpoint; safetensors metadata reports approximately 4.02B parameters.


Qwen2.5-Coder 0.5B Instruct

Official Qwen coding checkpoint; safetensors metadata reports approximately 0.49B parameters.


Qwen2.5-Coder 1.5B Instruct

Official Qwen coding checkpoint; safetensors metadata reports approximately 1.54B parameters.


Qwen2.5-Coder 3B Instruct

Hugging Face reports an 'other' license for this checkpoint; included but deliberately marked unverified until the license text is classified.


Qwen2.5-Coder 7B Instruct

Official Qwen coding checkpoint; safetensors metadata reports approximately 7.62B parameters.


Gemma 3 1B IT

Text-only Gemma 3 checkpoint under Google’s Gemma terms.


Phi-3 Mini 4K Instruct

Microsoft Phi-3 small-model baseline under MIT.


Phi-3.5 Mini Instruct

Microsoft Phi-3.5 small-model checkpoint under MIT.


DeepSeek-R1 Distill Qwen 1.5B

Reasoning distillation checkpoint; safetensors metadata reports approximately 1.78B parameters.


DeepSeek-R1 Distill Qwen 7B

Reasoning distillation checkpoint; safetensors metadata reports approximately 7.62B parameters.


DeepSeek-R1 Distill Llama 8B

Reasoning distillation checkpoint; safetensors metadata reports approximately 8.03B parameters.


Granite 3.3 2B Instruct

IBM Granite checkpoint; safetensors metadata reports approximately 2.53B parameters.


Granite 3.3 8B Instruct

IBM Granite checkpoint; safetensors metadata reports approximately 8.17B parameters.


Granite 4.0 Micro

IBM Granite 4.0 hybrid architecture; total parameter count is based on official safetensors metadata.


Granite 4.0 1B

IBM Granite 4.0 checkpoint; safetensors metadata reports approximately 1.63B parameters.


OLMoE 1B Active / 7B Total

MoE record intentionally stores total and active parameters separately; total remains below the 12B cutoff.


OLMo 2 7B Base

Open-training reference checkpoint; safetensors metadata reports approximately 7.3B parameters.


Mamba 2.8B

State-space language model included to distinguish architecture from transformer-only catalogs.


Pythia 6.9B

Historical transparency and scaling-study baseline.


Falcon 3 7B Instruct

Open-weight under the Falcon license; commercial-use terms require reading the license text.


Yi 1.5 6B Chat

Apache-licensed bilingual chat checkpoint.


BLOOM 7B1

Multilingual open-weight model under BigScience RAIL terms.


StarCoder2 3B

Code model trained from the BigCode ecosystem; license contains use restrictions beyond permissive software licenses.


TinyLlama 1.1B Chat

Small Apache-licensed chat model with an openly described training recipe.


SmolLM3 3B

Small-model baseline; safetensors metadata reports approximately 3.08B parameters.


Command R7B 12-2024

Included for completeness but explicitly marked noncommercial; do not present as permissively open source.


Qwen2-VL 2B Instruct

Multimodal Qwen checkpoint; runtime memory includes the vision components.


Gemma 4 E2B

Gemma 4’s card distinguishes 2.3B effective parameters from approximately 5.1B including embeddings; registry uses total parameters for the cutoff.


Gemma 4 E4B

Gemma 4’s card distinguishes 4.5B effective parameters from approximately 8.0B including embeddings; registry uses total parameters for the cutoff.


Ministral 3 3B Instruct BF16

BF16 official checkpoint; the separate FP8 artifact is intentionally not used as the primary record.


Phi-3.5 Vision Instruct

Microsoft multimodal checkpoint under MIT.


Phi-4 Multimodal Instruct

Official multimodal/audio checkpoint; safetensors metadata reports approximately 5.57B parameters.


PaliGemma 2 3B PT 224

Open-weight vision-language checkpoint under Google’s Gemma terms.


SmolVLM 256M Instruct

Very small multimodal checkpoint; safetensors metadata reports approximately 0.26B parameters.


Molmo 7B D 0924

Apache-licensed open multimodal model with unusually transparent training materials.


MiniCPM-V 4.5

Apache-licensed multimodal model with image, video, and OCR tags on the official card.


MiniCPM-o 2.6

Apache-licensed omni model; modalities include audio, image, video, and text.


Idefics2 8B

Open multimodal checkpoint from Hugging Face M4; safetensors metadata reports approximately 8.4B parameters.


Small Apache-licensed image understanding model; safetensors metadata reports approximately 1.93B parameters.


KOSMOS-2 Patch14 224

MIT-licensed multimodal grounding and image-captioning checkpoint.


GOT-OCR 2.0

OCR-specialist checkpoint; official Hub metadata reports approximately 0.7B parameters.


PaddleOCR-VL

Document-parsing and OCR specialist; safetensors metadata reports approximately 0.96B parameters.


DeepSeek-OCR

MIT-licensed OCR-specialist checkpoint; safetensors metadata reports approximately 3.34B parameters.


dots.ocr

MIT-licensed document parsing checkpoint with layout and table extraction tags.


Qwen3.5 4B

Current official Qwen3.5 multimodal checkpoint; safetensors metadata reports approximately 4.66B parameters.


Qwen3.5 9B

Current official Qwen3.5 multimodal checkpoint; safetensors metadata reports approximately 9.65B parameters.


Qwen3-VL 2B Instruct

Official Qwen3-VL dense checkpoint; multimodal runtime memory includes vision and video components.


InternVL3.5 1B

Official InternVL3.5 edge checkpoint; total includes the vision component.


InternVL3.5 4B

Official InternVL3.5 checkpoint; total includes the vision component.


PaddleOCR-VL 1.6

Current official PaddleOCR-VL release; safetensors metadata reports approximately 0.96B parameters.


SmolLM2 135M

Smallest SmolLM2 base checkpoint; safetensors metadata reports approximately 0.13B parameters.


SmolLM2 360M

Small SmolLM2 base checkpoint; safetensors metadata reports approximately 0.36B parameters.


SmolLM2 1.7B

SmolLM2 base checkpoint; safetensors metadata reports approximately 1.71B parameters.


Qwen3.5 0.8B

Current official Qwen3.5 edge checkpoint; safetensors metadata reports approximately 0.87B parameters.


Qwen3.5 2B

Current official Qwen3.5 edge checkpoint; safetensors metadata reports approximately 2.27B parameters.


InternVL3 1B

Official Apache-licensed InternVL3 edge checkpoint; the model card identifies a 300M vision component and Qwen2.5-0.5B language component.


SmolLM 135M

Original SmolLM base checkpoint; included as a tiny edge-model baseline.


SmolLM 1.7B

Original SmolLM base checkpoint; included alongside SmolLM2 to preserve family history.


SmolLM3 3B Base

Official Apache-licensed SmolLM3 base checkpoint; keep separate from the instruct variant if one is later added.


PaddleOCR-VL 1.5

Official Apache-licensed 0.9B-class document parser supporting OCR, tables, formulas, charts, seals, and spotting.