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Flextok: Folding in token sequences 1d flexible length
This work was carried out in collaboration with the Federal Swiss Institute of Lausanian technology (EPFL). The tokenization of images ...
Tag: length
YUE: A family of AI models of open source music generation capable of creating full length songs with consistent voices, instrumental harmony and multiple generos creativity
Significant progress has been made in instrumental compositions shortly in ai and music generation. However, creating complete songs with lyrics, ...
Qwen ai Lanza Qwen2.5-7b-Instruct-1m and Qwen2.5-14b-Instruct-1m: Allows implementation with a context length of up to 1 million tokens
Advances in large languages (LLM) models have significantly improved natural language processing (NLP), allowing capacities such as contextual understanding, code ...
Google AI just released TimesFM-2.0 (JAX and Pytorch) for face hugging with a significant increase in accuracy and maximum context length
Time series forecasting plays a crucial role in various fields, including finance, healthcare, and climate science. However, achieving accurate predictions ...
SLiCK: Exploiting Subsequences for Detection of Limited Length Keywords
Detecting user-defined keywords on a resource-constrained edge device is challenging. However, keywords are often limited by a maximum keyword length, ...
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
Large Language Models (LLM) are commonly trained on data sets consisting of sequences of fixed-length tokens. These data sets are ...
Do LLMs not match the suffix when completing the Fill-in-the-Middle (FIM) code? Horizon Length Prediction: A New AI Training Task to Advance FIM by Teaching LLMs to Plan Ahead on Arbitrarily Long Horizons
When writing the code for any program or algorithm, developers can have difficulty filling in gaps in incomplete code and ...
Nomic AI Introduces Nomic Embed: Text Embedding Model with 8192 Context Length Outperforming OpenAI Ada-002 and Text-Embedding-3-Small on Short and Long Context Tasks
Nomic ai launched an onboarding model with a multi-stage training process. ai/posts/nomic-embed-text-v1">Embed nomic, an open source, auditable, high-performance text embedding ...
Introduction to Streaming-LLM: LLM for Infinite Length Inputs
The large Language Model (LLM) has changed the way people work. With a model like the GPT family being widely ...
Expanding context length in large language models | by Donato Riccio | October 2023
How to turn your llama into a giraffeAuthor's image. (ai generated flames)Context length refers to the maximum number of tokens ...
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