Robuta

Sponsor of the Day: Jerkmate
https://unsloth.ai/docs/models/tutorials/glm-5 GLM-5: How to Run Locally Guide | Unsloth Documentation Run the new GLM-5 model by Z.ai on your own local device! guide unsloth documentationglm 5run locally https://unsloth.ai/docs/get-started/install/intel Fine-tuning LLMs on Intel GPUs with Unsloth | Unsloth Documentation Learn how to train and fine-tune large language models on Intel GPUs. fine tuning llmsintel gpusunsloth documentation https://unsloth.ai/docs/models/qwen3-coder-next Qwen3-Coder-Next: How to Run Locally | Unsloth Documentation Guide to run Qwen3-Coder-Next locally on your device! qwen3 coder nextrun locally unslothdocumentation https://unsloth.ai/docs/models/tutorials Large language model (LLMs) Tutorials | Unsloth Documentation large language modelunsloth documentationllmstutorials https://unsloth.ai/docs/get-started/install/updating Updating Unsloth | Unsloth Documentation To update or use an old version of Unsloth, follow the steps below: unsloth documentationupdating https://unsloth.ai/docs/basics/continued-pretraining Continued Pretraining | Unsloth Documentation AKA as Continued Finetuning. Unsloth allows you to continually pretrain so a model can learn a new language. unsloth documentationcontinuedpretraining https://unsloth.ai/docs/models/tutorials/qwen3-coder-how-to-run-locally Qwen3-Coder: How to Run Locally | Unsloth Documentation Run Qwen3-Coder-30B-A3B-Instruct and 480B-A35B locally with Unsloth Dynamic quants. run locally unslothqwen3 coderdocumentation https://unsloth.ai/docs/basics/finetuning-from-last-checkpoint Finetuning from Last Checkpoint | Unsloth Documentation Checkpointing allows you to save your finetuning progress so you can pause it and then continue. unsloth documentationfinetuninglastcheckpoint https://unsloth.ai/docs/basics/inference-and-deployment/deploy-llms-phone How to Run and Deploy LLMs on your iOS or Android Phone | Unsloth Documentation Tutorial for fine-tuning your own LLM and deploying it on your Android or iPhone with ExecuTorch. android phoneunsloth documentationrundeployllms https://unsloth.ai/docs/basics/chat-templates Chat Templates | Unsloth Documentation Learn the fundamentals and customization options of chat templates, including Conversational, ChatML, ShareGPT, Alpaca formats, and more! unsloth documentationchattemplates https://unsloth.ai/docs/get-started/fine-tuning-for-beginners Fine-tuning for Beginners | Unsloth Documentation fine tuningunsloth documentationbeginners https://unsloth.ai/docs/get-started/reinforcement-learning-rl-guide/vision-reinforcement-learning-vlm-rl Vision Reinforcement Learning (VLM RL) | Unsloth Documentation Train Vision/multimodal models via GRPO and RL with Unsloth! reinforcement learningunsloth documentationvisionvlmrl https://unsloth.ai/docs/models/qwen3.5 Qwen3.5 - How to Run Locally | Unsloth Documentation Run the new Qwen3.5 LLMs including Medium: Qwen3.5-35B-A3B, 27B, 122B-A10B, Small: Qwen3.5-0.8B, 2B, 4B, 9B and 397B-A17B on your local device! run locally unslothqwen3 5documentation https://unsloth.ai/docs/models/tutorials/phi-4-reasoning-how-to-run-and-fine-tune Phi-4 Reasoning: How to Run & Fine-tune | Unsloth Documentation run fine tunephi 4unsloth documentationreasoning https://unsloth.ai/docs/models/qwen3.5/fine-tune Qwen3.5 Fine-tuning Guide | Unsloth Documentation Learn how to fine-tune Qwen3.5 LLMs with Unsloth. fine tuning guideqwen3 5unsloth documentation https://unsloth.ai/docs/models/gemma-4/train Gemma 4 Fine-tuning Guide | Unsloth Documentation Train Gemma 4 by Google with Unsloth. fine tuning guidegemma 4unsloth documentation https://unsloth.ai/docs/basics/text-to-speech-tts-fine-tuning Text-to-Speech (TTS) Fine-tuning Guide | Unsloth Documentation fine tuning guidespeech ttsunsloth documentationtext https://unsloth.ai/docs/models/tutorials/qwen3-how-to-run-and-fine-tune/qwen3-vl-how-to-run-and-fine-tune Qwen3-VL: How to Run Guide | Unsloth Documentation Learn to fine-tune and run Qwen3-VL locally with Unsloth. run guide unslothqwen3 vldocumentation https://unsloth.ai/docs/basics/faster-moe Fine-tune MoE Models 12x Faster with Unsloth | Unsloth Documentation Train MoE LLMs locally using Unsloth Guide. fine tune12x fasterunsloth documentationmoemodels https://unsloth.ai/docs/models/qwen3.6 Qwen3.6 - How to Run Locally | Unsloth Documentation Run the new Qwen3.6-27B and 35B-A3B models locally! run locally unslothqwen3 6documentation https://unsloth.ai/docs/models/nemotron-3 NVIDIA Nemotron 3 Nano - How To Run Guide | Unsloth Documentation nvidia nemotron 3run guide unslothnanodocumentation https://unsloth.ai/docs/models/tutorials/lfm2.5 Liquid LFM2.5: How To Run & Fine-tune | Unsloth Documentation Run and fine-tune LFM2.5 Instruct and Vision locally on your device! run fine tuneunsloth documentationliquidlfm25 https://unsloth.ai/docs/basics/vision-fine-tuning Vision Fine-tuning | Unsloth Documentation Learn how to fine-tune vision/multimodal LLMs with Unsloth fine tuningunsloth documentationvision https://unsloth.ai/docs/basics/inference-and-deployment/vllm-guide vLLM Deployment & Inference Guide | Unsloth Documentation Guide on saving and deploying LLMs to vLLM for serving LLMs in production guide unsloth documentationvllmdeploymentinference https://unsloth.ai/docs/models/tutorials/deepseek-r1-0528-how-to-run-locally DeepSeek-R1-0528: How to Run Locally | Unsloth Documentation A guide on how to run DeepSeek-R1-0528 including Qwen3 on your own local device! run locally unslothdeepseek r10528documentation https://unsloth.ai/docs/models/tutorials/gemma-3-how-to-run-and-fine-tune Gemma 3 - How to Run Guide | Unsloth Documentation How to run Gemma 3 effectively with our GGUFs on llama.cpp, Ollama, Open WebUI and how to fine-tune with Unsloth! run guide unslothgemma 3documentation https://unsloth.ai/docs/get-started/fine-tuning-llms-guide Fine-tuning LLMs Guide | Unsloth Documentation Learn all the basics and best practices of fine-tuning. Beginner-friendly. fine tuning llmsguide unsloth documentation https://unsloth.ai/docs/models/gpt-oss-how-to-run-and-fine-tune/gpt-oss-reinforcement-learning gpt-oss Reinforcement Learning | Unsloth Documentation gpt ossreinforcement learningunsloth documentation https://unsloth.ai/docs/basics/inference-and-deployment/llama-server-and-openai-endpoint llama-server & OpenAI endpoint Deployment Guide | Unsloth Documentation Deploying via llama-server with an OpenAI compatible endpoint guide unsloth documentationllamaserveropenaiendpoint https://unsloth.ai/docs/models/tutorials/functiongemma FunctionGemma: How to Run & Fine-tune | Unsloth Documentation Learn how to run and fine-tune FunctionGemma locally on your device and phone. run fine tuneunsloth documentationfunctiongemma https://unsloth.ai/docs/blog/500k-context-length-fine-tuning 500K Context Length Fine-tuning | Unsloth Documentation context lengthfine tuningunsloth documentation500k https://unsloth.ai/docs/blog/fine-tuning-llms-with-blackwell-rtx-50-series-and-unsloth Fine-tuning LLMs with Blackwell, RTX 50 series & Unsloth | Unsloth Documentation Learn how to fine-tune LLMs on NVIDIA's Blackwell RTX 50 series and B200 GPUs with our step-by-step guide. fine tuning llmsrtx 50 seriesunsloth documentationblackwell https://unsloth.ai/docs/get-started/reinforcement-learning-rl-guide Reinforcement Learning (RL) Guide | Unsloth Documentation Learn all about Reinforcement Learning (RL) and how to train your own DeepSeek-R1 reasoning model with Unsloth using GRPO. A complete guide from beginner to... guide unsloth documentationreinforcement learningrl https://unsloth.ai/docs/models/tutorials/llama-4-how-to-run-and-fine-tune Llama 4: How to Run & Fine-tune | Unsloth Documentation How to run Llama 4 locally using our dynamic GGUFs which recovers accuracy compared to standard quantization. run fine tunellama 4unsloth documentation https://unsloth.ai/docs/basics/codex How to Run Local LLMs with OpenAI Codex | Unsloth Documentation Use open models with OpenAI Codex on your device locally. run localopenai codexunsloth documentationllms https://unsloth.ai/docs/basics/inference-and-deployment Inference & Deployment | Unsloth Documentation Learn how to save your finetuned model so you can run it in your favorite inference engine. inference deploymentunsloth documentation https://sbert.net/examples/sentence_transformer/training/unsloth/README.html Training with Unsloth — Sentence Transformers documentation sentence transformerstrainingunslothdocumentation https://unsloth.ai/docs/get-started/fine-tuning-for-beginners/unsloth-requirements Unsloth Requirements | Unsloth Documentation Here are Unsloth's requirements including system and GPU VRAM requirements. requirements documentationunsloth https://unsloth.ai/docs/basics/unsloth-benchmarks Unsloth Benchmarks | Unsloth Documentation Unsloth recorded benchmarks on NVIDIA GPUs. unslothbenchmarksdocumentation https://unsloth.ai/docs/get-started/unsloth-model-catalog Unsloth Model Catalog | Unsloth Documentation model catalogunslothdocumentation