Best Megatron-LM Alternatives in 2025
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KTransformers, an open - source project by Tsinghua's KVCache.AI team and QuJing Tech, optimizes large - language model inference. It reduces hardware thresholds, runs 671B - parameter models on 24GB - VRAM single - GPUs, boosts inference speed (up to 286 tokens/s pre - processing, 14 tokens/s generation), and is suitable for personal, enterprise, and academic use.
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Transformer Lab: An open - source platform for building, tuning, and running LLMs locally without coding. Download 100s of models, finetune across hardware, chat, evaluate, and more.
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MonsterGPT: Fine-tune & deploy custom AI models via chat. Simplify complex LLM & AI tasks. Access 60+ open-source models easily.
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Nemotron-4 340B, a family of models optimized for NVIDIA NeMo and NVIDIA TensorRT-LLM, includes cutting-edge instruct and reward models, and a dataset for generative AI training.
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Discover how TextGen revolutionizes language generation tasks with extensive model compatibility. Create content, develop chatbots, and augment datasets effortlessly.
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Unlock the power of AI with Martian's model router. Achieve higher performance and lower costs in AI applications with groundbreaking model mapping techniques.
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GPT-NeoX-20B is a 20 billion parameter autoregressive language model trained on the Pile using the GPT-NeoX library.
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ClearGPT is the only secure enterprise-grade platform offering state-of-the-art LLMs tailored to you
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Train and fine-tune GPT models with nanoGPT. Fast, efficient, and easy to use, it's perfect for natural language generation and text completion.
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CM3leon: A versatile multimodal generative model for text and images. Enhance creativity and create realistic visuals for gaming, social media, and e-commerce.
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Langroid is a Python LLM-application framework with agents as first-class citizens, enabling complex applications via multi-agent programming. Supports OpenAI LLMs, caching, vector-stores, and more. Start your intelligent app journey easily!
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CentML streamlines LLM deployment, reduces costs up to 65%, and ensures peak performance. Ideal for enterprises and startups. Try it now!
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Supercharge your AI projects with DeepSpeed - the easy-to-use and powerful deep learning optimization software suite by Microsoft. Achieve unprecedented scale, speed, and efficiency in training and inference. Learn more about Microsoft's AI at Scale initiative here.
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NetMind: Your unified AI platform. Build, deploy & scale with diverse models, powerful GPUs & cost-efficient tools.
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Automate support, sales & ops with YourGPT . Build powerful, multimodal AI agents with no code. Scale efficiency & deliver 24/7 human-like resolutions.
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OpenBMB: Building a large-scale pre-trained language model center and tools to accelerate training, tuning, and inference of big models with over 10 billion parameters. Join our open-source community and bring big models to everyone.
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AnyGPT is a multimodal large language model that uses discrete representations to uniformly process various modalities, including speech, text, images, and music.
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Deeptrain is a multi-modal data connector for LLMs and AI agents. We help you source and integrate data that is not directly available and understandable by transformer models and AI.
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Discover the power of Lepton Search, an open-source NLP platform with multi-turn conversations, question-answering, and text generation. Revolutionize your applications with efficient and versatile language understanding.
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Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance.
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Deploy intelligent omnichannel AI agents to automate voice & text support. Drive sales, boost efficiency & integrate deeply for hyper-personalized customer engagement.
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Enhance language models with Giga's on-premise LLM. Powerful infrastructure, OpenAI API compatibility, and data privacy assurance. Contact us now!
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Discover LearnGPT, the AI-powered learning platform that offers educational materials, a supportive community, and practical experience to explore the capabilities of GPT for natural language processing and text generation.
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Power up your deep learning with the Microsoft Cognitive Toolkit (CNTK). Build models efficiently, optimize parameters, and save time with CNTK's automatic differentiation and distributed capabilities. Use it for image recognition, NLP, and machine translation.
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Enhance language models, improve performance, and get accurate results. WizardLM is the ultimate tool for coding, math, and NLP tasks.
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TitanML Enterprise Inference Stack enables businesses to build secure AI apps. Flexible deployment, high performance, extensive ecosystem. Compatibility with OpenAI APIs. Save up to 80% on costs.
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WizardLM-2 8x22B is Microsoft AI's most advanced Wizard model. It demonstrates highly competitive performance compared to leading proprietary models, and it consistently outperforms all existing state-of-the-art opensource models.
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A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM
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RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.