diff options
Diffstat (limited to 'configdefinitions/src')
7 files changed, 100 insertions, 1 deletions
diff --git a/configdefinitions/src/main/java/com/yahoo/embedding/huggingface/package-info.java b/configdefinitions/src/main/java/com/yahoo/embedding/huggingface/package-info.java new file mode 100644 index 00000000000..7bcc994e616 --- /dev/null +++ b/configdefinitions/src/main/java/com/yahoo/embedding/huggingface/package-info.java @@ -0,0 +1,9 @@ +// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. + +/** + * @author bjorncs + */ +@ExportPackage +package com.yahoo.embedding.huggingface; + +import com.yahoo.osgi.annotation.ExportPackage;
\ No newline at end of file diff --git a/configdefinitions/src/main/java/com/yahoo/language/huggingface/config/package-info.java b/configdefinitions/src/main/java/com/yahoo/language/huggingface/config/package-info.java new file mode 100644 index 00000000000..fb9048b5fb4 --- /dev/null +++ b/configdefinitions/src/main/java/com/yahoo/language/huggingface/config/package-info.java @@ -0,0 +1,9 @@ +// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. + +/** + * @author bjorncs + */ +@ExportPackage +package com.yahoo.language.huggingface.config; + +import com.yahoo.osgi.annotation.ExportPackage;
\ No newline at end of file diff --git a/configdefinitions/src/vespa/CMakeLists.txt b/configdefinitions/src/vespa/CMakeLists.txt index 6a737e6f57d..496e92916ee 100644 --- a/configdefinitions/src/vespa/CMakeLists.txt +++ b/configdefinitions/src/vespa/CMakeLists.txt @@ -84,4 +84,8 @@ vespa_generate_config(configdefinitions proton.def) install_config_definition(proton.def vespa.config.search.core.proton.def) vespa_generate_config(configdefinitions hwinfo.def) vespa_generate_config(configdefinitions dataplane-proxy.def) -install_config_definition(dataplane-proxy.def cloud.config.dataplane-proxy.def)
\ No newline at end of file +install_config_definition(dataplane-proxy.def cloud.config.dataplane-proxy.def) +install_config_definition(hugging-face-embedder.def embedding.huggingface.hugging-face-embedder.def) +install_config_definition(hugging-face-tokenizer.def language.huggingface.config.hugging-face-tokenizer.def) +install_config_definition(bert-base-embedder.def embedding.bert-base-embedder.def) + diff --git a/configdefinitions/src/vespa/bert-base-embedder.def b/configdefinitions/src/vespa/bert-base-embedder.def new file mode 100644 index 00000000000..2d8e840377b --- /dev/null +++ b/configdefinitions/src/vespa/bert-base-embedder.def @@ -0,0 +1,32 @@ + +namespace=embedding + +# Wordpiece tokenizer +tokenizerVocab model + +transformerModel model + +# Max length of token sequence model can handle +transformerMaxTokens int default=384 + +# Pooling strategy +poolingStrategy enum { cls, mean } default=mean + +# Input names +transformerInputIds string default=input_ids +transformerAttentionMask string default=attention_mask +transformerTokenTypeIds string default=token_type_ids + +# special token ids +transformerStartSequenceToken int default=101 +transformerEndSequenceToken int default=102 + +# Output name +transformerOutput string default=output_0 + +# Settings for ONNX model evaluation +onnxExecutionMode enum { parallel, sequential } default=sequential +onnxInterOpThreads int default=1 +onnxIntraOpThreads int default=-4 # n=number of threads -> n<0: CPUs/(-n), n==0: CPUs, n>0: n +# GPU device id, -1 for CPU +onnxGpuDevice int default=0 diff --git a/configdefinitions/src/vespa/fleetcontroller.def b/configdefinitions/src/vespa/fleetcontroller.def index 93a20e4ee0d..c3e161eb038 100644 --- a/configdefinitions/src/vespa/fleetcontroller.def +++ b/configdefinitions/src/vespa/fleetcontroller.def @@ -29,6 +29,7 @@ master_zookeeper_cooldown_period double default=60.0 ## If set to 1, only master will gather state. If set higher, others will ## also do so, prioritizing those fleetcontrollers likely to be the ones to ## take over if the master fails. +# TODO: Deprecated, not used anymore, remove in Vespa 9 state_gather_count int default=1 ## Location of ZooKeeper servers diff --git a/configdefinitions/src/vespa/hugging-face-embedder.def b/configdefinitions/src/vespa/hugging-face-embedder.def new file mode 100644 index 00000000000..7ea4227b3cd --- /dev/null +++ b/configdefinitions/src/vespa/hugging-face-embedder.def @@ -0,0 +1,31 @@ +namespace=embedding.huggingface + +# Path to tokenizer.json +tokenizerPath model + +# Path to model.onnx +transformerModel model + +# Max length of token sequence model can handle +transformerMaxTokens int default=512 + +# Input names +transformerInputIds string default=input_ids +transformerAttentionMask string default=attention_mask +transformerTokenTypeIds string default=token_type_ids + +# Output name +transformerOutput string default=last_hidden_state + + +# Normalize tensors from tokenizer +normalize bool default=false + +poolingStrategy enum { cls, mean } default=mean + +# Settings for ONNX model evaluation +transformerExecutionMode enum { parallel, sequential } default=sequential +transformerInterOpThreads int default=1 +transformerIntraOpThreads int default=-4 +# GPU device id, -1 for CPU +transformerGpuDevice int default=0 diff --git a/configdefinitions/src/vespa/hugging-face-tokenizer.def b/configdefinitions/src/vespa/hugging-face-tokenizer.def new file mode 100644 index 00000000000..18b3631e494 --- /dev/null +++ b/configdefinitions/src/vespa/hugging-face-tokenizer.def @@ -0,0 +1,13 @@ +# Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. + +namespace=language.huggingface.config + +# The language a model is for, one of the language tags in com.yahoo.language.Language. +# Use "unknown" for models to be used with any language. +model[].language string +# The path to the model relative to the application package root +model[].path model + +addSpecialTokens bool default=true +maxLength int default=-1 +truncation bool default=false
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