DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
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2601.18137
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Published
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7
AI & ML interests
LLM, Finance, Accounting, Spreadsheet
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Post
80
Big day in open source AI!!
✨ DeepSeek released OCR2 💥
deepseek-ai/DeepSeek-OCR-2
✨ Kimi K2.5 just landed 🔥
moonshotai/Kimi-K2.5
With the Chinese Spring Festival 3 weeks away,
what’s coming next?👀
✨ DeepSeek released OCR2 💥
deepseek-ai/DeepSeek-OCR-2
✨ Kimi K2.5 just landed 🔥
moonshotai/Kimi-K2.5
With the Chinese Spring Festival 3 weeks away,
what’s coming next?👀
Post
67
Kimi K2.5 from Moonshot AI is more than just another large model🤯
https://huggingface.co/collections/moonshotai/kimi-k25
✨ Native multimodality : image + video + language + agents 💥
✨1T MoE / 32B active
✨ 256K context
✨ Modified MIT license
✨ Agent Swarm execution
✨ Open weights + open infra mindset
https://huggingface.co/collections/moonshotai/kimi-k25
✨ Native multimodality : image + video + language + agents 💥
✨1T MoE / 32B active
✨ 256K context
✨ Modified MIT license
✨ Agent Swarm execution
✨ Open weights + open infra mindset
Post
437
AgentCPM-report 🔥 local DeepResearch agent released from OpenBMB
openbmb/AgentCPM-Report
✨ 8B - Apache 2.0
✨ Gemini-2.5-Pro level DeepResearch report generation
✨ Fully offline, privacy-first local deployment
✨ + GGUF version
openbmb/AgentCPM-Report
✨ 8B - Apache 2.0
✨ Gemini-2.5-Pro level DeepResearch report generation
✨ Fully offline, privacy-first local deployment
✨ + GGUF version
- 1 reply
Post
1385
DeepSeek R1 dropped one year ago 🐳 and a lot has changed.
With @irenesolaiman , we’re launching a blog series about how that moment reshaped AI + open source in 2025, starting with strategic shifts and the explosion of new open models in China!
https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment
With @irenesolaiman , we’re launching a blog series about how that moment reshaped AI + open source in 2025, starting with strategic shifts and the explosion of new open models in China!
https://huggingface.co/blog/huggingface/one-year-since-the-deepseek-moment
Post
2341
Z.ai just released a powerful lightweight option of GLM 4.7
✨ 30B total/3B active - MoE
zai-org/GLM-4.7-Flash
✨ 30B total/3B active - MoE
zai-org/GLM-4.7-Flash
- 1 reply
Post
228
Another Chinese model fully trained on domestic chips, released by China Telecom 👀
Tele-AI/TeleChat3-36B-Thinking
TeleChat3-36B-Thinking:
✨ Native support for the Ascend + MindSpore ecosystem
✨ Inspired by DeepSeek’s architecture design, bringing training stability and efficiency gains.
Tele-AI/TeleChat3-36B-Thinking
TeleChat3-36B-Thinking:
✨ Native support for the Ascend + MindSpore ecosystem
✨ Inspired by DeepSeek’s architecture design, bringing training stability and efficiency gains.
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- 2 replies
Post
1050
After a VLM, StepFun dropped a new audio model: Step-Audio-R1.1, enabling thinking while speaking 🔥
stepfun-ai/Step-Audio-R1.1
✨ Apache 2.0
✨ Combines dual-brain architecture and acoustic-grounded reasoning to enable real-time dialogue with SOTA-level reasoning
stepfun-ai/Step-Audio-R1.1
✨ Apache 2.0
✨ Combines dual-brain architecture and acoustic-grounded reasoning to enable real-time dialogue with SOTA-level reasoning
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- 2 replies
Post
1734
We have a new heatmap live on huggingface now🔥
woojun-jung/open-source-release-heatmap-ko
Korean community built their own version to track labs that actively publish open work, inspired by Chinese open source heat map!
This is the open source community at its best ♥️
woojun-jung/open-source-release-heatmap-ko
Korean community built their own version to track labs that actively publish open work, inspired by Chinese open source heat map!
This is the open source community at its best ♥️
- 1 reply
Post
705
More lightweight multimodal models are coming 👀
StepFun has been focused on multimodal AI from the very beginning. Their latest release a new foundational model: STEP3-VL🔥
https://huggingface.co/collections/stepfun-ai/step3-vl-10b
✨ 10B - Apache2.0
✨ Leads in the 10B class and competes with models 10–20× larger
StepFun has been focused on multimodal AI from the very beginning. Their latest release a new foundational model: STEP3-VL🔥
https://huggingface.co/collections/stepfun-ai/step3-vl-10b
✨ 10B - Apache2.0
✨ Leads in the 10B class and competes with models 10–20× larger
Post
345
Agentic capability is the new battleground🔥
LongCat-Flash-Thinking-2601, the latest reasoning model from Meituan- LongCat
✨ MoE - 560B total / 27B active
✨ MIT license
✨ Agentic tool use
✨ Multi-environment RL
✨ Parallel + iterative reasoning
meituan-longcat/LongCat-Flash-Thinking-2601
LongCat-Flash-Thinking-2601, the latest reasoning model from Meituan- LongCat
✨ MoE - 560B total / 27B active
✨ MIT license
✨ Agentic tool use
✨ Multi-environment RL
✨ Parallel + iterative reasoning
meituan-longcat/LongCat-Flash-Thinking-2601
Post
344
GLM-Image from Z.ai is out 🔥
It was fully trained on Ascend Atlas 800T A2 with MindSpore, probably the first SOTA multimodal model fully trained on domestic chips 👀
zai-org/GLM-Image
✨ Hybrid Architecture: combined autoregressive + diffusion design delivers strong semantic alignment with high-fidelity details
✨ Strong performance in long, dense, and multilingual text rendering
✨ MIT licensed (VQ tokenizer & ViT weights under Apache 2.0)
✨ Now live on Hugging Face inference provider 🤗
It was fully trained on Ascend Atlas 800T A2 with MindSpore, probably the first SOTA multimodal model fully trained on domestic chips 👀
zai-org/GLM-Image
✨ Hybrid Architecture: combined autoregressive + diffusion design delivers strong semantic alignment with high-fidelity details
✨ Strong performance in long, dense, and multilingual text rendering
✨ MIT licensed (VQ tokenizer & ViT weights under Apache 2.0)
✨ Now live on Hugging Face inference provider 🤗
Post
2652
From ChatGPT Healthcare to Claude for healthcare, AI in medicine is speeding up🚀
Now BaichuanAI joins with Baichuan-M3 🏥 an open medical LLM trained for clinical decision-making
https://huggingface.co/collections/baichuan-inc/baichuan-m3
✨ 235B - Apache2.0
✨ Lower hallucinations via Fact-Aware RL
✨ Built for long medical chats
Now BaichuanAI joins with Baichuan-M3 🏥 an open medical LLM trained for clinical decision-making
https://huggingface.co/collections/baichuan-inc/baichuan-m3
✨ 235B - Apache2.0
✨ Lower hallucinations via Fact-Aware RL
✨ Built for long medical chats
- 2 replies
Post
2839
AgentCPM-Explore🔥 on device agent foundation model released by OpenBMB
openbmb/AgentCPM-Explore
✨ 4B - Apache2.0
✨ Supports 100+ multi-turn environment interactions with search + verification
✨ Full training/inference stack is openly shared as well
openbmb/AgentCPM-Explore
✨ 4B - Apache2.0
✨ Supports 100+ multi-turn environment interactions with search + verification
✨ Full training/inference stack is openly shared as well
Post
2595
Based on 2025 Chinese AI Timeline, here are some interesting takeaways:
✨ DeepSeek cadence: They shipped almost every month! (except Feb 2025)
✨ Qwen trajectory: Not a single “hit” model, but an expanding product line. VL/Math/Coder/Reranker/Embedding/Omni/Next/Image
✨ Multimodal trend: Steadily rising share, shifting from generation to editing + tooling.
✨ Reasoning as a main track: more engineered, system-level reasoning.
✨ From foundation to components: growth in infra models (embeddings, rerankers, OCR, speech) signals a move toward deployable stacks.
✨ Ecosystem broadening: more players beyond the top labs.
Follow for more updates👉
zh-ai-community
✨ DeepSeek cadence: They shipped almost every month! (except Feb 2025)
✨ Qwen trajectory: Not a single “hit” model, but an expanding product line. VL/Math/Coder/Reranker/Embedding/Omni/Next/Image
✨ Multimodal trend: Steadily rising share, shifting from generation to editing + tooling.
✨ Reasoning as a main track: more engineered, system-level reasoning.
✨ From foundation to components: growth in infra models (embeddings, rerankers, OCR, speech) signals a move toward deployable stacks.
✨ Ecosystem broadening: more players beyond the top labs.
Follow for more updates👉
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- 2 replies
Post
300
Spirit AI (千寻智能) shared its VLA foundation model Spirit v1.5 on huggingface 🔥
It’s now No. 1 on RoboChallenge’s Table30 leaderboard, beating Pi0.5 🏆
Spirit-AI-robotics/Spirit-v1.5
It’s now No. 1 on RoboChallenge’s Table30 leaderboard, beating Pi0.5 🏆
Spirit-AI-robotics/Spirit-v1.5
Post
1524
Wechat AI is shipping!
WeDLM 🔥 A new language model that generates tokens in parallel, making it faster than standard LLMs , with the same Transformer setup!
https://huggingface.co/collections/tencent/wedlm
✨ 7B/8B - Base & Instruct
✨ Apache 2.0
WeDLM 🔥 A new language model that generates tokens in parallel, making it faster than standard LLMs , with the same Transformer setup!
https://huggingface.co/collections/tencent/wedlm
✨ 7B/8B - Base & Instruct
✨ Apache 2.0
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- 4 replies
Post
2129
Qwen just released two new model series: Qwen3-VL-Embedding & Qwen3-VL-Reranker 🚀
✨ 2B / 8B - Apache2.0
✨ 30+ languages
✨ Supported text, images, screenshots, videos, and arbitrary multimodal combinations
Qwen3-VL-Embedding: Flexible vector sizes (64–2048)
https://huggingface.co/collections/Qwen/qwen3-vl-embedding
Qwen3-VL-Reranker: Built for recall>rerank pipelines
https://huggingface.co/collections/Qwen/qwen3-vl-reranker
✨ 2B / 8B - Apache2.0
✨ 30+ languages
✨ Supported text, images, screenshots, videos, and arbitrary multimodal combinations
Qwen3-VL-Embedding: Flexible vector sizes (64–2048)
https://huggingface.co/collections/Qwen/qwen3-vl-embedding
Qwen3-VL-Reranker: Built for recall>rerank pipelines
https://huggingface.co/collections/Qwen/qwen3-vl-reranker
Post
637
MOSS Transcribe Diarize 🔊 A multimodal model for Speaker-Attributed, Time-Stamped Transcription from OpenMOSS.
MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization (2601.01554)
OpenMOSS-Team/MOSS-transcribe-diarize
✨ Single-pass end-to-end SATS
✨ 128k context, ~90 min audio
✨ Robust to overlap & noise
MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization (2601.01554)
OpenMOSS-Team/MOSS-transcribe-diarize
✨ Single-pass end-to-end SATS
✨ 128k context, ~90 min audio
✨ Robust to overlap & noise
- 1 reply
Post
303
Daily Papers just got an AI reading assistant 🔥
You can ask any question you want: clarify a paragraph, get a short summary...all without leaving the page!
✨ Powered by HuggingChat + Hugging Face MCP server
You can ask any question you want: clarify a paragraph, get a short summary...all without leaving the page!
✨ Powered by HuggingChat + Hugging Face MCP server