SparkNLP - 995 Introducing MistralAI LLMs #14163
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- added beam search support for LLAMA2
changed test to slow test
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…s-CasualLM-similar-to-Llama-2-for-text-generation' into SPARKNLP-995-Implement-Mistral-as-CasualLM-similar-to-Llama-2-for-text-generation # Conflicts: # python/sparknlp/annotator/seq2seq/__init__.py # python/sparknlp/annotator/seq2seq/llama2_transformer.py # python/sparknlp/internal/__init__.py # python/test/annotator/seq2seq/llama2_transformer_test.py # src/main/scala/com/johnsnowlabs/ml/ai/Bart.scala # src/main/scala/com/johnsnowlabs/ml/ai/LLAMA2.scala # src/main/scala/com/johnsnowlabs/ml/ai/VisionEncoderDecoder.scala # src/main/scala/com/johnsnowlabs/ml/ai/util/Generation/Generate.scala # src/main/scala/com/johnsnowlabs/ml/onnx/OnnxSerializeModel.scala # src/main/scala/com/johnsnowlabs/ml/onnx/OnnxWrapper.scala # src/main/scala/com/johnsnowlabs/ml/util/LoadExternalModel.scala # src/main/scala/com/johnsnowlabs/nlp/annotators/seq2seq/LLAMA2Transformer.scala # src/test/scala/com/johnsnowlabs/nlp/annotators/seq2seq/LLAMA2TestSpec.scala
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Introducing MistralAI LLM models
Description
Mistral 7B, a 7.3 billion-parameter model that stands out for its efficient and effective
performance in natural language processing. Surpassing Llama 2 13B across all benchmarks and
excelling over Llama 1 34B in various aspects, Mistral 7B strikes a balance between English
language tasks and code comprehension, rivaling the capabilities of CodeLlama 7B in the
latter.
Types of changes
Checklist: