Best Jamba Alternatives in 2025
-
Jamba 1.5 Open Model Family, launched by AI21, based on SSM-Transformer architecture, with long text processing ability, high speed and quality, is the best among similar products in the market and suitable for enterprise-level users dealing with large data and long texts.
-
Codestral Mamba is a language model focused on code generation released by the Mistral AI team, which is based on the Mamba2 architecture and has the advantages of linear time inference and the ability to model theoretically infinite sequences.
-
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.
-
SambaNova's cloud AI development platform offers high-speed inference, cloud resources, AI Starter Kits, and the SN40L RDU. Empower your AI projects with ease and efficiency.
-
Ongoing research training transformer models at scale
-
BAML helps developers build 10x more reliable, type-safe AI agents. Get structured outputs from any LLM & streamline your AI development workflow.
-
Magma, the flagship project form Microsoft Research, is the first-ever foundation model for multimodal AI agents, designed to handle complex interactions across both virtual and real environments.
-
Jan-v1: Your local AI agent for automated research. Build private, powerful apps that generate professional reports & integrate web search, all on your machine.
-
Build your AI applications with the flexibility to switch between OpenAI and Google models without changing your code.
-
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.
-
Shisa V2 405B: Japan's highest performing bilingual LLM. Get world-class Japanese & English AI performance for your advanced applications. Open-source.
-
MonsterGPT: Fine-tune & deploy custom AI models via chat. Simplify complex LLM & AI tasks. Access 60+ open-source models easily.
-
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.
-
Meta's Llama 4: Open AI with MoE. Process text, images, video. Huge context window. Build smarter, faster!
-
VoltaML Advanced Stable Diffusion WebUI，Easy to use, yet feature-rich WebUI with easy installation. By community, for community.
-
Unified AI access for your team. Get the best answers from all leading models in one secure platform.
-
Gemma 3 270M: Compact, hyper-efficient AI for specialized tasks. Fine-tune for precise instruction following & low-cost, on-device deployment.
-
txtai is an all-in-one AI framework for semantic search, LLM orchestration and language model workflows.
-
Unlock the power of AI with Martian's model router. Achieve higher performance and lower costs in AI applications with groundbreaking model mapping techniques.
-
TaskingAI brings Firebase's simplicity to AI-native app development. Start your project by selecting an LLM model, build a responsive assistant supported by stateful APIs, and enhance its capabilities with managed memory, tool integrations, and augmented generation system.
-
FuseLLM-7B, which is the fusion of three open-source foundation LLMs with distinct architectures, including Llama-2-7B, OpenLLaMA-7B, and MPT-7B.
-
Unify 2200+ LLMs with backboard.io's API. Get persistent AI memory & RAG to build smarter, context-aware applications without fragmentation.
-
Tambo: React framework for AI apps. Build dynamic UIs where AI shows with interactive components & tools, not just tells.
-
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
-
Gemma 2 offers best-in-class performance, runs at incredible speed across different hardware and easily integrates with other AI tools, with significant safety advancements built in.
-
Discover the power of Alphie, an advanced AI-driven 'Alpha Finder', designed to provide you with in-depth insights and real-time data on the most cutting-edge topics in the cryptocurrency space.
-
LazyLLM: Low-code for multi-agent LLM apps. Build, iterate & deploy complex AI solutions fast, from prototype to production. Focus on algorithms, not engineering.
-
JetMoE-8B is trained with less than $ 0.1 million1 cost but outperforms LLaMA2-7B from Meta AI, who has multi-billion-dollar training resources. LLM training can be much cheaper than people generally thought.
-
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.
-
Spring AI Alibaba: Scale enterprise AI & multi-agent systems in the JVM. Production-ready framework with Graph workflows & Alibaba Cloud.