DeepSeekv3 OG DeepSeekv3.2/4 Qwen3.5 GLM4.5+ MiniMax2.5+ Step3.5Flash Mimo v2+ Until we get mtp weights, you need to download HF weights and convert to gguf. I think I'm going to try either qwen3.5-122b or glm4.5-air first.
model
DeepSeek-V3.2
huggingface.co/deepseek-ai/DeepSeek-V3.2 ↗
10654004 downloads1417 likestext-generationtransformers
from the model card
DeepSeek-V3.2: Efficient Reasoning & Agentic AI Technical Report👁️ Introduction We introduce DeepSeek-V3.2, a model that harmonizes high computational efficiency with superior reasoning and agent performance. Our approach is built upon three key technical breakthroughs: DeepSeek Sparse Attention (DSA): We introduce DSA, an efficient attention mechanism that substantially reduces computational complexity while preserving model performance, specifically optimized for long-context scenarios. Scalable Reinforcement Learning Framework: By implementing a robust RL protocol and scaling post-training compute, DeepSeek-V3.2 performs comparably to GPT-5. Notably, our high-compute variant, DeepSeek-V3.2-Speciale, surpasses GPT-5 and exhibits reasoning proficiency on par with Gemini-3.0-Pro. Achievement: 🥇 Gold-medal performance in the 2025 International Mathematical Olympiad (IMO) and International Olympiad in Informatics (IOI). Large-Scale Agentic Task Synthesis Pipeline: To integrate reasoning into tool-use scenarios, we developed a novel synthesis pipeline that systematically generates training data at scale. This facilitates scalable agentic post-training, improving compliance and generalization in complex interactive environments. We have also released the final submissions for IOI 2025, ICPC World Finals, IMO 2025 and CMO 2025, which were selected based on our designed pipeline. The…
discussions
- DeepSeek 3.2 4 2026-05-04 – 2026-05-08
- DeepSeek 3.2 3 2026-04-25 – 2026-04-29
- DeepSeek 3.2 3 2026-04-21 – 2026-04-25
recent items
As MTP prepares to land in llama.cpp, Models that support MTP (www.reddit.com) 2x 512gb ram M3 Ultra mac studios (www.reddit.com) Has anyone tried Zyphra 1 - 8B MoE? (www.reddit.com) https://x.com/ZyphraAI/status/2052103618145501459?s=20 Today we're releasing ZAYA1-8B, a reasoning MoE trained on u/AMD and optimized for intelligence density. With <1B active params, it outperforms open-weight models many times its size o…
Recent Open models from last 6 Months - Nov 2025 - Apr 2026 (www.reddit.com) I created this chart with recent open models from last 6 months. Few might be older than that possibly.
Decreased Intelligence Density in DeepSeek V4 Pro (www.reddit.com) In the V3.2 paper, they mentioned: Second, token efficiency remains a challenge; DeepSeek-V3.2 typically requires longer generation trajectories (i.e., more tokens) to match the output quality of models like Gemini 3.0-Pro. Future work wil…
GPT-5.5 improves over GPT-5.4 and overtakes Opus 4.6 to take the 2nd place behind Gemini 3.1 Pro on the Extended NYT Connections Benchmark (www.reddit.com) GPT-5.5: xhigh: 94.0→97.5 high: 93.6→96.9 medium: 92.0→95.0 no reasoning: 32.8→37.5 Kimi K2.6 improves over Kimi K2.5 (78.3→91.4) and becomes the #1 open weights model. DeepSeek V4 Pro improves over DeepSeek V3.2 (50.2→75.7).
Built a tiny router so Cursor stops showing "usage limit reached" at 3pm. Sonnet auto-falls to Haiku, you keep working (www.reddit.com) Cursor's custom-OpenAI URL feature is what makes this work. Pointed it at a router I built.
New LLM Position Bias Benchmark: does an LLM keep the same judgment when you swap the answer order? Judge models compare two lightly edited versions of the same story twice, with the order swapped. The median model flips in 45% of decisive case pairs. GPT-5.4 is worst at 66%. (www.reddit.com) More info, including charts, per-case metrics, raw judge outputs, and the parsed answer dump: https://github.com/lechmazur/position_bias This benchmark isolates one basic and frustrating failure mode. The model-average first-shown pick rat…
DeepSeek V3.2 looping bug: what settings / harness tweaks are actually reducing it in production? (www.reddit.com) I’m trying to isolate the looping / repetition issue some people have been reporting with DeepSeek V3.2 around April 2026, especially in agentic or tool-use setups on hosted providers like OpenRouter and SiliconFlow. Public model pages des…