LLamaEmbedder 2.0 #902
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LLamaEmbedder 2.0 #902
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Rebased onto #905 |
…anov/llama.cpp/tree/master/examples/embedding. New embedder properly handles pooling, either returning one embedding for the whole sequence or one per token. - Added `Encode` methods to `LLamaContext` - Moved some native methods from `NativeApi` to `SafeLLamaContextHandle` and wrapped them properly - Added `HasDecoder` property to `SafeLlamaModelHandle`. This function doesn't exist in the current version of llama.cpp, will need to be hooked up in the next binary update - Added some normalization methods as extensions on span/array. This required adding a dependency on `System.Numerics.Tensors`
- Using `llama_set_embeddings` to toggle on embedding mode, so it no longer needs to be specified in the params
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Totally rewritten the LLamaEmbedder based on https://github.com/ggerganov/llama.cpp/tree/master/examples/embedding. New embedder properly handles pooling, either returning one embedding for the whole sequence or one per token. This rewrite does not support batching, it's still just one string at a time.
Encodemethods toLLamaContextNativeApitoSafeLLamaContextHandleand wrapped them properlyHasDecoderproperty toSafeLlamaModelHandle. This function doesn't exist in the current version of llama.cpp, will need to be hooked up in the next binary updateSystem.Numerics.TensorsDRAFT until the
HasDecoderfunction exists, after the next binary update.