Search Results for "mla"
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Showing 16 open source projects for "mla"
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FlashMLA
FlashMLA: Efficient Multi-head Latent Attention Kernels
FlashMLA is a high-performance decoding kernel library designed especially for Multi-Head Latent Attention (MLA) workloads, targeting NVIDIA Hopper GPU architectures. It provides optimized kernels for MLA decoding, including support for variable-length sequences, helping reduce latency and increase throughput in model inference systems using that attention style. The library supports both BF16 and FP16 data types, and includes a paged KV cache implementation with a block size of 64 to efficiently manage memory during decoding. ... -
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DeepSeek-V3
Powerful AI language model (MoE) optimized for efficiency/performance
DeepSeek-V3 is a robust Mixture-of-Experts (MoE) language model developed by DeepSeek, featuring a total of 671 billion parameters, with 37 billion activated per token. It employs Multi-head Latent Attention (MLA) and the DeepSeekMoE architecture to enhance computational efficiency. The model introduces an auxiliary-loss-free load balancing strategy and a multi-token prediction training objective to boost performance. Trained on 14.8 trillion diverse, high-quality tokens, DeepSeek-V3 underwent supervised fine-tuning and reinforcement learning to fully realize its capabilities. ... -
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OpenMythos
A theoretical reconstruction of the Claude Mythos architecture
OpenMythos is an experimental, open-source implementation that attempts to reconstruct a hypothesized architecture behind advanced language models using a design called a Recurrent-Depth Transformer. The project explores the idea that instead of stacking hundreds of unique transformer layers, a smaller set of layers can be reused iteratively during inference to achieve deeper reasoning without increasing parameter count. It divides computation into three main stages, including a... -
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Kimi Linear
An expressive, efficient attention architecture
Kimi Linear is a hybrid linear attention architecture developed for efficient language modeling across short, long-context, and reinforcement learning workloads. Its core mechanism, Kimi Delta Attention, refines the gated delta rule with fine-grained controls for managing finite-state recurrent memory. The architecture combines KDA and global Multi-head Latent Attention layers at a 3:1 ratio to preserve model quality while reducing memory demands. Released Base and Instruct checkpoints... -
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InfiAgent
Build your own Cowork, AI Scientist and other SoTA Agents
infiAgent is an open-source AI agent framework for building powerful, long-running autonomous agents capable of tackling complex tasks without collapsing under growing context or tool invocation histories. Designed as a “Multi-Level Agent” (MLA) system, it externalizes persistent state to the file system so that agents can operate over unlimited runtime without the need for token-intensive context compression, enabling workflows such as research paper drafting, experiments, coding, and document generation to run reliably. The framework uses a serial multi-agent hierarchy where specialized agents coordinate in tree-structured paths for clear task delegation and minimal tool conflicts, while batch file operations and persistent workspaces ensure reproducibility and traceability. ... -
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CiteFlow
Desktop research workspace for PDFs, notes, citations, bibliographies.
...Import PDFs, read them inside the app, search within documents, compare files side by side, highlight key passages, and add page-based notes. CiteFlow can assist with DOI metadata detection, keeps citation history linked to copied text, and generates citations and bibliographies in APA 7 and MLA 9. OCR support helps make scanned PDFs searchable, while project-wide search helps you find matching text across PDFs, highlights, and notes. Supported interface languages include English, Turkish, Chinese, Spanish, German, French, Russian, and Japanese. -
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An all-purpose Citation Generator used for sourcing documents. The program allows users to choose between MLA, APA, and Chicago-Tribune source methods. The projected is designed to help student document their source material properly.
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...The interface focuses on easy searching, note-taking, and electronic article storage, but also supports traditional citation and bibliography management (in APA and MLA formats).
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Helpful tools for the college students. Eg. a java alarm clock playing any playlist you want, a tool to create a MLA style bibliography entry given a URL, etc.
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WordCite is a toolbar add-in for Microsoft Word that allows non-tech-savvy users to add citations to their documents in various, expandable styles (MLA, APA, etc), with proper punctuation, formatting, etc.
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Java-based program to format references of various media to various styles. Currently books, journals and interviews can be formatted as MLA, APA, and Chicago-styles.
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Generates correctly formatted(MLA, APA, Chicago, CPE, Turabian) entries for works cited or bibliography pages.
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FedRAMP 20x Toolkit
Open-source KSI mappings + OSCAL examples for FedRAMP 20x.
Boundera/fedramp-20x-toolkit is the practitioner-grade reference for mapping FedRAMP 20x Key Security Indicators (KSIs) to AWS evidence sources. Covers the IAM family (KSI-IAM-MFA, KSI-IAM-APM, KSI-IAM-SNU, KSI-IAM-JIT, KSI-IAM-ELP, KSI-IAM-SUS, KSI-IAM-AAM) and MLA family (KSI-MLA-OSM, KSI-MLA-RVL, KSI-MLA-EVC, KSI-MLA-LET, KSI-MLA-ALA) in depth, with machine-readable YAML mappings, real AWS Config rule references, NIST 800-53 control crosswalks, and per-indicator evidence shapes that compliance engineers can use directly during 3PAO preparation. Includes the full FedRAMP machine-readable documentation (FRMR v0.9.43-beta) and a Python ksi-validator CLI for OSCAL package validation. ... -
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MyBib.NET is an Open-source, MLA-compliant Bibliography / Sited Sources page generator designed for simplicity and straightforwardness.
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Ling 3.0 Tiny
Lightweight MoE model for local reasoning, coding, and AI agents
Ling-3.0-tiny is inclusionAI’s lightweight hybrid reasoning Mixture-of-Experts model, designed to provide capable reasoning and agentic performance at low inference cost. It contains 7.9B total parameters while activating only 1.3B per token, using a hybrid architecture that alternates Kimi Delta Attention and Multi-Head Latent Attention with a sparse 128-expert MoE. The model supports both fast responses and configurable multi-step thinking, covering general agents, coding, mathematics,... -
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GigaChat 3 Ultra
High-performance MoE model with MLA, MTP, and multilingual reasoning
GigaChat 3 Ultra is a flagship instruct-model built on a custom Mixture-of-Experts architecture with 702B total and 36B active parameters. It leverages Multi-head Latent Attention to compress the KV cache into latent vectors, dramatically reducing memory demand and improving inference speed at scale. The model also employs Multi-Token Prediction, enabling multi-step token generation in a single pass for up to 40% faster output through speculative and parallel decoding techniques. Its...
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