Looks finished. Does it work?

Tap the candy. Check the score. Hit Pause. Reset it.

Six Spark X2.6 4B webpages, tested beyond the screenshot. Watch the demo, then try a prompt:
awesome-astron-workflow.dev/playground

#SparkLLM #AICoding

"No childbirth for two years."
An AI flags a clause in a synthetic job ad. Its creators publish the mistakes too.

Meet a winning team and 7 Spark AI-for-good projects. Watch the full story. #Spark #AIForGood

github.com/XHToken/Spark-…

Spark on phones: explore PocketPal, TokenSpark, LlamaPal and iPhone Canvas. Our Wiki collects 9 app cases with versions and sources. The PocketPal chart is a workstation web-search eval, not phone speed.
github.com/XHToken/Spark-…

A candy-matching game built with Spark-X2.6-4B 🍬

Generated and refined in the Playground. Here is the real gameplay: match colors, score points, restart.

Build your own: awesome-astron-workflow.dev/playground

Six orders. Only four payments. Can Spark-X2.6 explain why?

Six orders in the database. Should all six count as revenue?

youtube.com/shorts/kdzDwZF…

Both Spark-X2.6-4B demos in video format, as the original GIF isn't loading.

Built an app with Spark-X2.6? Share your demo in the replies!

Full case: huggingface.co/XHToken/Spark-…

Spark-X2.6-4B in two live web assistants: English questions, real replies.

Built something with Spark-X2.6? Share your demo in the replies!

Full case: huggingface.co/XHToken/Spark-…

769 tok/s on a single RTX 4090 ⚡

Spark-X2.6-1.7B + DSpark
GSM8K · Q4_K_M · llama.cpp

Small model. Faster local inference.

❤️ Like & download on @huggingface + @ModelScope2022:
huggingface.co/XHToken/Spark-…
modelscope.cn/models/XHToken…

DSpark for Spark-X2.6-4B is here! ✨

Average BF16 speedup:
2.14x RTX 4090 (llama.cpp)
2.50x M5 Pro (MLX)

Download & ❤️ Like on @huggingface and @ModelScope2022!
huggingface.co/XHToken/Spark-…
modelscope.cn/models/XHToken…

🎃 3.5M+ downloads. One magical community! ✨

Spark X2.5 + X2.6 have passed 3.5 million combined downloads. 🪄

This Halloween, create your own magic with Spark open models! 👻🍬

🤗 huggingface.co/XHToken
#Halloween #OpenSource

1/4 Small model. Strong agent result. 🚀

Our Spark-X2.6-4B-GGUF scored 94.6/100 in a community-reported NanoBench run with Hermes Agent: 9/12 tasks solved.

Just 4B parameters. Thank you, userr99, for testing and sharing the result! Screenshot below 👇

Spark-X2.6-1.7B: less than half the parameters of our 4B, close on two benchmarks:
SWE Verified: 59.8 vs 62.8
τ²-bench: 85.3 vs 86.9
Both at high thinking.
Try it & Like on HF!
huggingface.co/XHToken/Spark-…
@huggingface @ollama @ModelScope2022

Thank you to the @huggingface & @Reddit communities for the Spark-X2.6-4B love! From GGUF feedback to tool-calling reports and AI-for-Good projects, your testing and ideas mean a lot.
Find it useful? Give it a Like on Hugging Face and share what you build!
huggingface.co/XHToken/Spark-…

🎉 Spark-X2.6-4B reached #4 on Hugging Face Trending!
Snapshot: All · last 7 days, Oct 25, 2026.

Thanks for your support, hands-on reports & constructive feedback. If you find it useful, give it a ❤️ Like:
huggingface.co/XHToken/Spark-…

Spark X2.6 in practice: a local Chinese-to-English translation and a multiplication check, recorded via Spark-MLX-LLM. Follow the actual prompts, outputs and reproducible setup.
youtube.com/shorts/cBm3AIh…

TURN BARRIERS INTO ACCESS.
HER Hack-Astron #7 is open: build a working public-interest app with Spark-X2.6-4B.

One winner: USD 100. Deadline: Oct 31, 2026, 23:59 UTC.
Rules & entry: github.com/XHToken/Spark-…
#AIforGood #OpenSource

Spark-X2.6-4B is here! Stronger coding, agents & long-context skills through improved post-training. Thinking: none / low / high.

@huggingface @ModelScope2022 @ollama @vllm_project @sgl_project

huggingface.co/XHToken/Spark-…

A synthetic insert needs area 40 cm² and a length 3 cm greater than its width. Local Spark-X2.5-1.7B extracts the integers; SymPy solves. Demo: youtube.com/shorts/QYTkE-N…

A negative root can satisfy an equation and still be an invalid size. In our local synthetic packaging demo, Spark-X2.5-1.7B extracted area 40 and gap 3; SymPy returned −8 and 5. Public skill: github.com/K-Dense-AI/sci…

An empty list crashed our scoring test. A local OpenCodeReview + Spark-X2.5-1.7B scan mentioned the missing guard. Watch the demo: youtube.com/watch?v=u2yBKu…

Spark X2.5 just crossed 2M+ downloads 💜

1M → 2M in only 15 days. Thank you to every developer who downloaded, quantized and built with it 🙏

And the next drop is almost here 🎁 Spark-X2.6-4B / 1.7B goes open source soon.

What should we upgrade? Tell us 👇

1M+ downloads for Spark X2.5! 💜

661K+ across 6 official channels, plus 382K+ from 99 community builds (GGUF, MLX, ONNX and more).

Thank you to every developer and builder.

Try the 1.7B and 4B models, and upvote the collection 👍 huggingface.co/collections/XH…

100K+ downloads in 10 days! 💜

Spark X2.5 has passed 100,000 downloads across its model family on Hugging Face.

Thank you for downloading, testing, and sharing.

Try the 1.7B and 4B models: huggingface.co/collections/XH…

📌 The full HER Hack-Astron #6 poster — theme, 9 tracks, how to enter & the timeline (deadline Sep 13, Beijing). Enter here: github.com/XHToken/Spark-…

🥳 Spark-X2.5-4B just hit #1 on Hugging Face Trending — thank you all! 🙏

HER Hack-Astron #5 is still being judged… and we're already opening #6: the Spark-X2.5 Math Reasoning Challenge. 🧵👇
github.com/XHToken/Spark-…

🎉 Spark-X2.5-4B just hit #3 on Hugging Face Trending (last 7 days) — and it's a 4B model. Thank you to everyone downloading, testing & starring it! 🙏
huggingface.co/XHToken/Spark-…

Spark-X2.5-4B — a 4B model that goes toe-to-toe with models 2–3× its size on agents, coding & math. Full benchmark table 👇

Weights & code: github.com/XHToken/Spark-…

🏆 HER Hack-Astron #5 is open. Build a real, reproducible edge-agent use case with Spark X2.5-4B or 1.7B and compete for RMB 500. Deadline: Sep 6, 24:00 Beijing Time (UTC+8). 🧵👇