Ben Graville commited on
embeddinggemma-300m Core AI fp32 static (seq 256), rebuilt on Linux box 2026-08-17; producer coreai-core 1.0.0b2; tokenizer bit-identical to mlboydaisuke@d9a60a18, main.mlirb +262 B (conversion is not byte-deterministic)
Browse files- .gitattributes +2 -0
- README.md +39 -0
- model/embeddinggemma-300m_float32_static.aimodel/main.hash +1 -0
- model/embeddinggemma-300m_float32_static.aimodel/main.mlirb +3 -0
- model/embeddinggemma-300m_float32_static.aimodel/metadata.json +8 -0
- model/reference.json +47 -0
- model/tokenizer/tokenizer.json +3 -0
- model/tokenizer/tokenizer_config.json +25 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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model/embeddinggemma-300m_float32_static.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
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model/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: gemma
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base_model: google/embeddinggemma-300m
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library_name: coreai
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tags:
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- coreai
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- aimodel
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- sentence-embedding
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- on-device
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- apple-silicon
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pipeline_tag: sentence-similarity
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extra_gated_heading: Access EmbeddingGemma on Hugging Face
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extra_gated_description: >-
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This artifact is a derivative of google/embeddinggemma-300m and is governed by
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the Gemma Terms of Use, the Gemma Prohibited Use Policy and the Gemma license.
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---
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# embeddinggemma-300m — Core AI (.aimodel)
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`google/embeddinggemma-300m` exported as a single static fp32 Core AI graph
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(transformer -> mean pooling -> dense stack -> L2 normalize, all in-graph).
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| | |
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|---|---|
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| Recipe | `coreai-model-zoo/conversion/export_embeddinggemma.py --dtype float32 --seq-len 256` |
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| Recipe index | `models/qwen3-embedding/recipe.toml` -> `["embeddinggemma-300m"]` (`status = "verified"`) |
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| Upstream bundle | `mlboydaisuke/embeddinggemma-300m-CoreAI` |
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| Producer | `coreai-core 1.0.0b2` (coreai-torch 0.4.1, torch 2.9.0) |
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| I/O | `input_ids [1,256] int32`, `attention_mask [1,256] int32` -> `embedding [1,768]` fp32, L2-normalized |
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Built on Linux x86_64 (conversion only). **Runtime parity is not measured here** —
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Core AI cannot execute on Linux; the on-device parity gate runs on macOS against
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`model/reference.json`.
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## License
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Derivative of EmbeddingGemma; use is subject to the
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[Gemma Terms of Use](https://ai.google.dev/gemma/terms) and the
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[Gemma Prohibited Use Policy](https://ai.google.dev/gemma/prohibited_use_policy).
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model/embeddinggemma-300m_float32_static.aimodel/main.hash
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�������٫;��rj�HH�#��E��D�ݤ�
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model/embeddinggemma-300m_float32_static.aimodel/main.mlirb
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f02b286f1f2e09fd9ab3bcffb726ac74848ec8e23baa545f28cd6448ddda4a9
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size 1244157766
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model/embeddinggemma-300m_float32_static.aimodel/metadata.json
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{
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"author" : "Google DeepMind",
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"assetVersion" : "2.0",
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"creationDate" : "20260817T201458Z",
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"producer" : "coreai-core 1.0.0b2",
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"description" : "EmbeddingGemma-300m text embedding model (mean pooling + dense projection, L2-normalized 768-d). Source: https:\/\/huggingface.co\/google\/embeddinggemma-300m",
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"license" : "Gemma"
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}
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model/reference.json
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{
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"model": "google/embeddinggemma-300m",
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"seq_len": 256,
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"dtype": "float32",
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"prompts": {
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"query": "task: search result | query: ",
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"document": "title: none | text: ",
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"BitextMining": "task: search result | query: ",
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"Clustering": "task: clustering | query: ",
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"Classification": "task: classification | query: ",
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"InstructionRetrieval": "task: code retrieval | query: ",
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"MultilabelClassification": "task: classification | query: ",
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"PairClassification": "task: sentence similarity | query: ",
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"Reranking": "task: search result | query: ",
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"Retrieval": "task: search result | query: ",
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"Retrieval-query": "task: search result | query: ",
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"Retrieval-document": "title: none | text: ",
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"STS": "task: sentence similarity | query: ",
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"Summarization": "task: summarization | query: "
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},
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"texts": {
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"query_bike": {
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"kind": "query",
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"text": "red bicycle parked at the beach"
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},
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"query_capital": {
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"kind": "query",
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"text": "what is the capital of Japan"
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},
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"doc_bike": {
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"kind": "document",
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"text": "A crimson bike leaning against a palm tree by the sea."
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},
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"doc_tokyo": {
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"kind": "document",
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"text": "Tokyo is the capital and largest city of Japan."
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}
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},
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"cosines": {
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"query_bike|query_capital": 0.1459198147058487,
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"doc_bike|query_bike": 0.6273255348205566,
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"doc_bike|query_capital": 0.03804422914981842,
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"doc_bike|doc_tokyo": 0.20749269425868988,
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"doc_tokyo|query_bike": 0.08935077488422394,
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"doc_tokyo|query_capital": 0.5779669880867004
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}
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}
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model/tokenizer/tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:bcb89366c4787d27671d021cdc006defcd1cb53b02b04213ae8dd47c009c7f71
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size 33385272
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model/tokenizer/tokenizer_config.json
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{
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"backend": "tokenizers",
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"boi_token": "<start_of_image>",
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"bos_token": "<bos>",
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"clean_up_tokenization_spaces": false,
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"eoi_token": "<end_of_image>",
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"eos_token": "<eos>",
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"image_token": "<image_soft_token>",
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"is_local": false,
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"local_files_only": false,
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"mask_token": "<mask>",
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"model_max_length": 2048,
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"model_specific_special_tokens": {
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"boi_token": "<start_of_image>",
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"eoi_token": "<end_of_image>",
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"image_token": "<image_soft_token>"
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},
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"pad_token": "<pad>",
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"padding_side": "right",
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"sp_model_kwargs": null,
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"spaces_between_special_tokens": false,
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"tokenizer_class": "GemmaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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