The palmyra-mini series of models demonstrates excellent capabilities in the fields of complex reasoning and mathematical problem-solving, especially performing outstandingly in benchmark tests that require in-depth understanding and multi-step thinking. This model is proficient in solving elementary school-level math problems, achieving a high score of 0.818 in the gsm8k benchmark test, also obtaining a score of 0.818 in the MATH500 benchmark test, and a stable score of 0.6 in the AMC23 benchmark test.

Natural Language ProcessingTransformersMultiple Languages

This is a version of the Writer/Palmyra-Fin-70B-32K model after llama.cpp imatrix quantization. It is a large language model with 70 billion parameters optimized specifically for the financial field, supporting a context length of 32K, and providing multiple quantization versions to meet different hardware requirements.

Natural Language ProcessingGgufEnglish

Palmyra-Med-70B-32k is a large language model specifically designed by Writer for the healthcare domain, featuring a 32k context window and excelling in biomedical benchmark tests.

Natural Language ProcessingTransformersMultiple Languages

Palmyra-Med is a large language model specifically designed by Writer for the healthcare and biomedical domain, excelling in biomedical benchmarks and outperforming multiple mainstream models.

Natural Language ProcessingTransformersMultiple Languages

PrunaAI-optimized 8-bit quantized version of Palmyra small language model, significantly reducing memory usage and energy consumption

Natural Language ProcessingTransformers

Palmyra-Med-20b is a large language model in the medical field with 20 billion parameters. It is fine-tuned on a medical dataset based on Palmyra-Large and is good at medical dialogue and Q&A tasks.

Natural Language ProcessingTransformersEnglish

PaViT is an image recognition model based on Pathway Vision Transformer, inspired by Google's PaLM, focusing on the application of few-shot learning techniques in image recognition tasks.

Computer VisionTensorflowMultiple Languages

Palmyra Base 5B is an English text generation model based on the Transformer decoder, with a scale of 5 billion parameters. This model is pre - trained through the causal language modeling objective and performs excellently in tasks such as sentiment classification and text summarization, possessing powerful generation capabilities and efficient inference speed.

Natural Language ProcessingTransformersEnglish