Swift 1.5 Ornith 9B GGUF
ukisai · Kit
Runs Swift 1.5 Ornith 9B, a reasoning model tuned to think with fewer tokens, as GGUF quantizations for llama.cpp. For people who run a 9B reasoning model on t…
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AI skills and agents for developers
Prompts, coding agent briefs and kits for writing and reviewing code with fewer tokens.
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Phi-4-mini-instruct
microsoft · Kit
A 3.8B open instruction model from Microsoft with a 128K token context, built for reasoning, math and logic in tight memory or latency budgets. It suits develo…
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Groot-19B-A3B-TTQ-GGUF
TokenTinkerer · Kit
Offers eleven GGUF sizes of the Groot-19B-A3B reasoning model for llama.cpp, from 7.88 to 18.59 GiB, plus a vision projector. Made for people who run the model…
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Qwen3-30B-A3B-GGUF by unsloth
unsloth · Kit
GGUF files of Qwen3-30B-A3B, quantized by unsloth, for running a local chat and reasoning model in llama.cpp, Ollama or Open WebUI, with a thinking mode you ca…
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Olmo-3-32B-Think-GGUF
unsloth · Kit
Gives you Olmo 3 32B Think, a 32.2B-parameter reasoning model, as GGUF files that run on your own computer. Packaged by unsloth for people who want a local mod…
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gpt-oss-120b-GGUF
unsloth · Kit
Runs OpenAI's open-weight gpt-oss-120b, a 117B model with 5.1B active parameters, from GGUF files by Unsloth that carry its fixes. Built for reasoning, agent t…
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Qwen3.8-27b-Terse-Coder-LoRA
Shockem · Kit
Cuts the length of Qwen3.8-27B's reasoning on coding tasks so answers arrive sooner, as a small LoRA adapter. For people who run the base model on their own ha…
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Qwen3.5-122B-A10B
Qwen · Kit
Reads images and text together and answers in text, as a mixture-of-experts model with 122B total and 10B active parameters. Suits teams with big GPU servers w…
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Qwen3-8B-MLX-bf16
Qwen · Kit
Runs the Qwen3 8B language model through the mlx library for chat, reasoning, translation and agent work. Suits developers who want a local text model with a s…
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Hermes-4.3-36B-GGUF
NousResearch · Kit
A 36B hybrid reasoning model in GGUF form that can think before it answers, write valid JSON and follow your system prompt. For people who run a large model on…
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Phi-4
microsoft · Kit
A 14B open language model from Microsoft Research, tuned for reasoning and chat in English with limited compute. It suits developers who add text features to a…
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Qwopus3.8-27B-Flash-GGUF
Jackrong · Kit
Cuts reasoning time and cost for long agent tasks, as a GGUF build of a Qwen3.8-27B fine-tune. Made for people who run agent loops on their own machine and wan…
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Qwen3.5-4B-Claude-4.6-Opus-Reasoning-Distilled-GGUF
Jackrong · Kit
Thinks through problems step by step inside think tags, as a 4B Qwen3.5 model fine-tuned on reasoning chains and packaged as GGUF. For people who run a small r…
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Runs a tiny 0.8B reasoning-tuned chat model in the MLX format at 6-bit, converted from Jackrong's Qwen3.5 distilled model. For people who want a tiny local mod…
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Qwen3.8-27B-NVFP4 Deployment Edition
IteraCompute · Kit
Serves Qwen3.8-27B in NVFP4 on one RTX 5090 with vLLM, with a checksum-verified download, FP8 KV cache, tool calls and reasoning support. For developers self-h…
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Qwen3.6-35B-A3B-2Bit-GSQ
ISTA-DASLab · Kit
A 2-bit quantized copy of Qwen3.6-35B-A3B made with GSQ, a Gumbel-Softmax method, that keeps most reasoning and coding ability at a much smaller memory footpri…
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Agents-A1
InternScience · Kit
Runs multi-step agent work: planning, search, tool calling and scientific reasoning, as a 35B open-weight language model. Built for developers who wire a model…
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Qwen3.6-35B-A3B-Claude-4.6-Opus-Reasoning-Distilled-GGUF
hesamation · Kit
Runs a reasoning-tuned Qwen3.6-35B-A3B on your own machine as GGUF files in four quant sizes, trained on Claude Opus 4.6 style reasoning data. For people who w…
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Maple-Preview
deepgrove · Kit
A 20B ternary-weight reasoning model that activates about 1B parameters per token. Built for fast on-device use, with a 5.31 GB checkpoint and 131,072 token co…
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Chroma Context-1
chromadb · Kit
A 20B-parameter search model that finds supporting documents for complex, multi-step questions and trims its own working context as it goes. Meant to act as a…
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ERNIE-4.5-21B-A3B-Thinking
baidu · Kit
Reasoning-focused ERNIE 4.5 mixture-of-experts text model with 21B total and 3B active parameters, 128K context and tool calling, in English and Chinese. For d…
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GigaChat3.5-432B-A28B
ai-sage · Kit
Generates text in Russian and English for chat, code, reasoning and tool use. A 432B Mixture-of-Experts model with 28B active parameters, aimed at teams that h…
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Beam-1.0-501B-A23B-NVFP4
reflection · Kit
Reads and writes text with a 1M-token context, built for coding, agent tool use and math reasoning, as a 501B-parameter mixture-of-experts model in NVFP4 form.…
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Qwen3-1.7B
Qwen · Kit
A compact 1.7B chat model that switches between a thinking mode for reasoning and a quick mode for dialogue. Suits developers who want a small open model for c…
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1-bit Bonsai 27B (MLX)
prism-ml · Kit
Runs a 27B-class reasoning model packed to 1 bit per weight, about 3.9 GB, on Apple MLX, with 262K-token context. For developers who want a large model on a ph…
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gpt-oss-safeguard-20b
openai · Kit
Classifies text against a safety policy you write and shows its reasoning. For trust and safety teams filtering model inputs and outputs, labeling content onli…
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gpt-oss-safeguard-120b
openai · Kit
Sorts text against a safety policy that you write, and shows its reasoning for each decision. It suits trust and safety teams that filter or label content.
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Qwen3.8-27B-Fable-5-Coding-Distilled
khazarai · Kit
Debugs and reviews code by checking real files before it proposes a fix, a Qwen3.8-27B fine-tune trained on 195M tokens of reasoning traces. For developers who…
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Qwopus3.8-27B-Flash-V2-GGUF
Jackrong · Kit
Trims wasted reasoning in long agent tasks, as a GGUF build of the second Flash fine-tune of Qwen3.8-27B with better Python formatting. For people who run agen…
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Qwopus3.8-27B-Coder-Flash
Jackrong · Kit
Writes code, calls tools and works through software tasks as a coding agent. A 27.8B fine-tune of Qwen3.8-27B by Jackrong, trained on about 200,000 code and re…
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Ling-3.0-tiny-GGUF
inclusionAI · Kit
GGUF copy of inclusionAI's Ling-3.0-tiny, a small mixture-of-experts reasoning model with 7.9B total and 1.3B active parameters, for running locally at low cos…
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DeepSeek-V3.2
deepseek-ai · Kit
A 685B open reasoning model from DeepSeek with sparse attention for long context and a chat template that lets it think while it calls tools. For teams that ru…
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Qwen3.8 Flash Next Turbo Brilliance 50x GGUF
DavidAU · Kit
A GGUF build of Qwen3.8-Flash-Next by DavidAU with 27 reasoning modes, 27 instruct modes and 15 AI personas you switch on from the prompt. For people with larg…
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GGUF fine-tune of a 27B Qwen model by DavidAU, with switchable instruct and reasoning modes and a built-in help system. Hugging Face lists it as image text to…
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Answers questions and reads images with much shorter thinking. GGUF builds of a 27B Qwen 3.8 tune from DavidAU that aims to cut reasoning tokens while keeping…
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Maximizing Model Performance Guide
DavidAU · Kit
Guides you in tuning samplers and parameters for local language models, with steps for system prompts, reasoning models and expert settings in LM Studio, Silly…
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Qwen3.8-27B-CodeForge-3xMerge
xtools-at · Kit
Writes and explains code and works through reasoning problems, from a weighted merge of three Qwen3.8-27B fine-tunes. For developers who want one general-purpo…
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Qwen3-4B-GGUF
Qwen · Kit
A 4B chat model in GGUF format that runs locally in llama.cpp or ollama, with a thinking mode for reasoning and a plain mode for quick replies. Suits developer…
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Mellum2.1-12B-A2.5B-Thinking-GGUF
JetBrains · Kit
Runs JetBrains' 12B reasoning model locally in llama.cpp, Ollama or LM Studio, with five GGUF sizes to pick from. For developers who want a thinking model with…
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Qwen3.8-27B-Randean-MXFP4
flechin · Kit
A 27B reasoning model tuned to answer plainly instead of hedging, quantized to MXFP4 so vLLM can serve it on a single 32 GB GPU, for developers who run local r…
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Runs a pruned, 2-bit DeepSeek-V4.1-Flash on a 128 GB Mac through mlx-serve, keeping 192 of 384 experts and a 1M-token context. Strongest on code, reasoning and…
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RWKV7-G1 GooseOne
BlinkDL · Kit
Pure RNN text-generation base models for chat, reasoning and tool calls, meant as a starting point for post-training and fine-tuning. Covers eight languages, f…
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Spark-X2.6-4B-Base
XHToken · Kit
A 4.1B language model for on-device use, tuned for coding, agent tasks, long context and reasoning in English and Chinese, with three thinking levels. For deve…
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Nanbeige4.3-33B-GGUF-UltraOptimised-Curated-Protium
SolsticeAI · Kit
Offers GGUF quantizations of the 33.1B Nanbeige4.3 model for llama.cpp and Ollama, with a reasoning protocol and up to 524,288 tokens of context. For developer…
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Qwen3-4B-Instruct-2507
Qwen · Kit
Answers chat prompts with a 4B model that skips visible thinking and reads up to 256K tokens of context. For developers who want a small open assistant for rea…
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Qwen3.5-0.8B-weight-space-programming-GGUF
prithivMLmods · Kit
GGUF copies of a small Qwen3.5 0.8B model whose weights were edited directly to reduce reasoning loops. For people who want to run it locally in several quant…
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Seshat Agent
PCL-RSI-lab · Kit
Fixes software bugs with a self-improving coding agent that learns reusable reasoning patterns from its own successful runs, for developers and researchers wor…
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Hermes 4 14B
NousResearch · Kit
A 14B hybrid reasoning model from Nous Research, built on Qwen3-14B. It can think step by step, call tools, and return JSON that follows a schema. It uses the…
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Ming-3.0-audio-flash
inclusionAI · Kit
Listens to audio plus a text instruction and returns text, or text with synthesized speech. Covers speech recognition, spoken questions and audio reasoning in…
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gemma-4-26B-A4B
google · Kit
Reads text and images and writes text, for developers who want an open-weights Google DeepMind model for coding, reasoning and image questions on their own GPU…
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GGUF build of LiquidAI's LFM2.5-8B-A1B, a sparse mixture-of-experts model, with DavidAU's Turbo Brilliance system and 12 reasoning modes. An 8.5B beta-style re…
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GGUF build of LiquidAI's LFM2.5-2.6B with DavidAU's Turbo Brilliance system, adding 12 reasoning and 12 instruct modes you switch in the prompt. A 2.7B beta fo…
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gpt-oss-20b-GGUF
unsloth · Kit
Runs OpenAI's open-weight gpt-oss-20b reasoning model on your own computer, packed as GGUF files by unsloth. Suits developers who want a local model with adjus…
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Bonsai-27B-gguf
prism-ml · Kit
Runs a 27B-class reasoning model as a 1-bit GGUF file of about 3.9 GB for llama.cpp, so it fits a laptop or one GPU. For people who want local reasoning on eve…
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Raon-1 mini (GGUF)
KRAFTON · Kit
Runs a 28.8B mixture-of-experts model tuned for Korean chat, reasoning and tool-using agents in llama.cpp. GGUF copy of Raon-1 mini preview for people who run…
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Mellum2.1-12B-A2.5B-Thinking
JetBrains · Kit
A 12B mixture-of-experts thinking model with 2.5B active parameters, trained with reinforcement learning on real repositories for coding agents, math and hard…
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K2-Horizon-7B
IFM · Kit
Writes text, code and reasoning answers with a 512K-token context window, for developers and researchers who want an open dense model whose training data, code…
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Qwen3.8-2B-Distill-GGUF
empero-ai · Kit
Runs a small 2B reasoning model on phones, laptops and single-board computers, as GGUF files in five quant levels. A distillation of a large Qwen3.8 model, pac…
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Qwen3.8-27B-pi
bytkim · Kit
A 27B coding model tuned for the Pi agent framework, trained to read a repository, edit files, run tools and use their feedback, with adjustable reasoning effo…
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GLM-5.3-Flash-NVFP4
nvidia · Kit
Gives you NVIDIA's NVFP4 quantized copy of ZAI's GLM-5.3-Flash, a multimodal model for reasoning, coding and agent tasks. Meant for developers who deploy on Bl…
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Hermes-4.3-36B
NousResearch · Kit
Runs as a reasoning chat model that can think step by step or answer fast, and returns JSON that fits a schema you give it. Made for people who host their own…
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gemma-4-31B
google · Kit
Reads text and images and writes text, for developers and researchers who want Google DeepMind's largest dense open-weights Gemma 4 model for coding, reasoning…
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Qwen3.8-4B-Distill-GGUF
empero-ai · Kit
Runs a 4B reasoning model on a laptop or a mid-range graphics card, as GGUF files in five quant levels. A distillation of a large Qwen3.8 model, packaged by Em…
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gemma-4-31B-it-GGUF
unsloth · Kit
Runs Google's Gemma 4 31B instruction-tuned model locally from Unsloth's GGUF files, with text and image input and a long context. Suits developers who want a…
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Qwen3.8-9B-Distill-GGUF
empero-ai · Kit
GGUF quantizations of Empero's Qwen3.8-9B, a reasoning model distilled from a larger Qwen3.8 into the Qwen3.5-9B design, for llama.cpp, Ollama, LM Studio and s…
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DeepSeek-R1
deepseek-ai · Kit
Generates text with a 684B reasoning model trained mainly through reinforcement learning, aimed at math, code and logic. Suits researchers and teams who host l…
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Beam-1.0-501B-A23B
reflection · Kit
An open instruction-tuned text model from Reflection with 501B parameters, 23B active at a time and a 1M-token context, aimed at coding, tool use and reasoning…
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Qwen3-4B
Qwen · Kit
Generates text with a 4B Qwen3 model that switches between a thinking mode for hard reasoning and a plain mode for quick chat. Suits developers who want a smal…
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Qwopus3.8-27B-Coder-Flash-GGUF
Jackrong · Kit
Helps with coding and tool-using agent work as a GGUF fine-tune of Qwen3.8-27B, trained on about 200,000 code, agent and reasoning examples. For developers who…
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Ling-3.0-tiny
inclusionAI · Kit
Generates text with a 7.9B hybrid reasoning model that activates only 1.3B parameters per token, so it fits local and low-resource setups. Suits developers who…
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gpt-oss-120b
openai · Kit
An open-weight OpenAI language model with 117B parameters, adjustable reasoning effort, visible chain of thought and tool use. Runs on one 80 GB GPU and ships…
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NorthCUA-Pro
beipo-ai · Kit
Reads screenshots and requests, then writes reasoning and tool calls for an agent that drives a desktop or browser. For teams with a large GPU setup who build…
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Thinklite-27B-GGUF
Sparset · Kit
A 4-bit GGUF copy of Thinklite-27B for llama.cpp that uses less reasoning per answer than its base model, for people running a 27B text model locally.
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Qwen3.8-27B Turbo Brilliance NEO MAX MTP GGUF
DavidAU · Kit
Runs Qwen3.8-27B in GGUF form with a set of reasoning and instruct modes you switch from your prompt. For people who run local models and like to tune how the…
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Muse Glimmer 30B
meta-models · Kit
Reads text and images and carries out agent tasks such as tool calls and multi-step reasoning on a local machine, in a 30B model distilled from Muse Spark. For…
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ARC 1.0
rayline-ai · Kit
Reads an agent's conversation and predicts which model will succeed, how many tokens it will use and how much reasoning to spend, so apps can route requests by…
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Alpie Seed 9B
169Pi · Kit
Reads text, images and video and handles reasoning and coding with a 9B open-weight model built on Qwen3.5-9B, with GGUF builds for light hardware. For develop…
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Qwen3.6-35B-A3B
Qwen · Kit
Helps with coding, repository-level reasoning and image-plus-text input using a 35B mixture-of-experts model that activates 3B parameters. For developers runni…
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Thinklite-27B
Sparset · Kit
A Qwen3.8-27B variant that reasons with far fewer tokens, so final answers arrive about twice as fast at high effort. For people who run reasoning models and w…
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Baguettotron WebGPU
webml-community · Kit
Runs the small Baguettotron reasoning model in the browser through WebGPU, with no server and nothing to install. Suits people who want to try an in-browser mo…
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DeepSmolLM3 3B Chat
Oxygen-Low · Kit
A browser chat demo for DeepSmolLM3-3B, a 3B-parameter reasoning model, that shows the model's long thinking apart from its answer. For anyone who wants to try…
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An n8n canvas with four ways to reach DeepSeek: a local R1 model on Ollama that answers the chat, two direct API calls with thinking on and off, and an agent w…
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DeepSeek-V4.1-Flash-1017
deepseek-ai · Kit
An image and text model for reasoning, coding and agent tasks with a 1M-token context window, updated from DeepSeek-V4.1-Flash. Made for developers who build a…
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