Ben Graville commited on
embeddinggemma-300m Core ML bundle (ANE encoder) — production embedding model
Browse files- 3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/analytics/coremldata.bin +3 -0
- 3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/coremldata.bin +3 -0
- 3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/metadata.json +95 -0
- 3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/model.mil +0 -0
- 3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/weights/weight.bin +3 -0
- 3fa12f0b97b8afe23264f76800afe14af4615ca5/model_config.json +98 -0
3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/analytics/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a1c9388b1b67fce1271a45d02c569e573b7cf348d7c81a0b6874788a1faf51b
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size 243
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3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf423b8bb375f2cc20abe29e19c28c22684b773e8b17fd2ec58f41187d1bab7e
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size 408
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3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/metadata.json
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3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/model.mil
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3fa12f0b97b8afe23264f76800afe14af4615ca5/encoder.mlmodelc/weights/weight.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f81f60eb283f2c1479100beb27bbadfa7efc4576c6511ca3d13751e7680e950e
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size 308616576
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3fa12f0b97b8afe23264f76800afe14af4615ca5/model_config.json
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{
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"model_name": "embeddinggemma-300m",
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"architecture": "gemma3-embedding",
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"tokenizer_repo": "google/embeddinggemma-300m",
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"parts": {
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"encoder": "encoder.mlpackage"
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},
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"io_contract": {
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"inputs": {
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"input_ids": {
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"shape": [
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1,
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128
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],
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"dtype": "int32"
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},
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"attention_mask": {
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"shape": [
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1,
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128
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],
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"dtype": "fp16",
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"doc": "1.0 for valid tokens, 0.0 for pad"
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}
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},
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"outputs": {
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"embedding": {
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"shape": [
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1,
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768
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],
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"dtype": "fp16",
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"doc": "L2-normalized; Matryoshka-truncate the last dim"
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}
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}
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},
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"hidden_size": 768,
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"num_hidden_layers": 24,
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"num_attention_heads": 3,
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"num_key_value_heads": 1,
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"head_dim": 256,
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"intermediate_size": 1152,
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"vocab_size": 262144,
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"max_seq_len": 128,
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"sliding_window": 512,
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"sliding_window_pattern": 6,
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"layer_types": [
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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| 60 |
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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| 63 |
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention"
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],
|
| 73 |
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"rms_norm_eps": 1e-06,
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| 74 |
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"rope_theta_global": 1000000.0,
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| 75 |
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"rope_theta_local": 10000.0,
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| 76 |
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"embed_dim": 768,
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| 77 |
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"dense_intermediate_dim": 3072,
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| 78 |
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"pooling": "mean",
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| 79 |
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"normalize": "l2",
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"matryoshka_dims": [
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768,
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512,
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256,
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128
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],
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"task_prefixes": {
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| 87 |
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"retrieval_query": "task: search result | query: ",
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| 88 |
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"retrieval_document": "title: none | text: ",
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| 89 |
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"classification": "task: classification | query: ",
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| 90 |
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"clustering": "task: clustering | query: ",
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| 91 |
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"similarity": "task: sentence similarity | query: ",
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| 92 |
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"code_retrieval": "task: code retrieval | query: ",
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| 93 |
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"question_answering": "task: question answering | query: ",
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"fact_verification": "task: fact checking | query: "
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},
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"quantization": "int8",
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"compute_units": "CPU_AND_NE"
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}
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