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DeepSeek V4 Flash Vision Exp is up & running on 2x DGX Sparks Native vision!!! 🔥🔥

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Mia

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23,793 views • 3 days ago •via X (Twitter)

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DeepSeek V4 Flash running on the DGX Station.
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DeepSeek V4 Flash running on the DGX Station.

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We've got Opus 4.8 at home! Running DeepSeek V4 Flash Vision-Exp on 2 x DGX Spark with OMP. This is a mini-benchmark firmware analysis task I've been using to test out different models/harnesses. Opus 4.8 didn't find anything in this firmware that DeepSeek didn't. Thanks Mia
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We've got Opus 4.8 at home! Running DeepSeek V4 Flash Vision-Exp on 2 x DGX Spark with OMP. This is a mini-benchmark firmware analysis task I've been using to test out different models/harnesses. Opus 4.8 didn't find anything in this firmware that DeepSeek didn't. Thanks Mia

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DeepSeek-V4-Flash-Spark and Spark-Mini were born today. 1 command setup to Pi / vllm-studio / docker deployment. All this is running local on a single DGX Spark.
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DeepSeek-V4-Flash-Spark and Spark-Mini were born today. 1 command setup to Pi / vllm-studio / docker deployment. All this is running local on a single DGX Spark.

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DeepSeek v4 Flash experimental with vision running (fast) on an m5 max computer and analyzing an image. The implementation for Metal / CUDA / ROCm is finished, just doing the last tests today before releasing it.
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DeepSeek v4 Flash experimental with vision running (fast) on an m5 max computer and analyzing an image. The implementation for Metal / CUDA / ROCm is finished, just doing the last tests today before releasing it.

antirez

59,411 views • 2 days ago

I just saw AGI, what the heck. Deepseek-v4-flash-0731 invented vision for itself, this is so incredible. Result in the next post:
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I just saw AGI, what the heck. Deepseek-v4-flash-0731 invented vision for itself, this is so incredible. Result in the next post:

0xSero

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This is GLM-5.2 running on 3x DGX Sparks
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This is GLM-5.2 running on 3x DGX Sparks

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DeepSeek V4 Flash + LFM2.5-VL-3B as the vision auxiliary in Hermes Agent is a deadly combo. DeepSeek handles the agentic work. LFM2.5-VL-3B gives it the eyes. I told it to use only its local vision model to browse. It read Hacker News, picked the top story, opened the eclipse map, found an Iceland webcam marker and opened the live feed. Every step seen through a 3B model running locally. No cloud vision API.
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DeepSeek V4 Flash + LFM2.5-VL-3B as the vision auxiliary in Hermes Agent is a deadly combo. DeepSeek handles the agentic work. LFM2.5-VL-3B gives it the eyes. I told it to use only its local vision model to browse. It read Hacker News, picked the top story, opened the eclipse map, found an Iceland webcam marker and opened the live feed. Every step seen through a 3B model running locally. No cloud vision API.

Noctus

67,536 views • 22 days ago

Loading DeepSeek v4 Flash just reminded me how good and fast this model is and how well it runs on DGX Sparks. GLM-5.2 is really awesome, but if you want fast and concurrent inference, DS4F is still a top choice IMO. Created by DS4F in single shot The coffee guy
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Loading DeepSeek v4 Flash just reminded me how good and fast this model is and how well it runs on DGX Sparks. GLM-5.2 is really awesome, but if you want fast and concurrent inference, DS4F is still a top choice IMO. Created by DS4F in single shot The coffee guy

Mia

39,686 views • 1 month ago

🎉 他来了，他来了！Deepseek 带着多模态走来了！ Deepseek-V4-Flash-Vision-Exp 发布！ API 支持三种传入图片方式 1. Base64 编码图片 2. 外部图片 URL 3. 引用通过 Files API 上传的文件
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🎉 他来了，他来了！Deepseek 带着多模态走来了！ Deepseek-V4-Flash-Vision-Exp 发布！ API 支持三种传入图片方式 1. Base64 编码图片 2. 外部图片 URL 3. 引用通过 Files API 上传的文件

Lonely

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Timelapse #177 (14 hrs) - Picked up an RTX Pro 6000 Blackwell and wired in another 1000W PSU - running two of them now - DeepSeek v4 Flash running locally on both GPUs - Distilling DeepSeek v4 Flash down into Nanbeige (still cooking) - Kernel bench runs for DeepSeek v4 Flash and Qwen 3.8 Max - Got it into chat but couldn't reliably get it into the OMP harness yet - Private contract work - days like this are stuff I actually want to build. and when it's the high-intensity grind, i still have to show up and get it done
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Timelapse #177 (14 hrs) - Picked up an RTX Pro 6000 Blackwell and wired in another 1000W PSU - running two of them now - DeepSeek v4 Flash running locally on both GPUs - Distilling DeepSeek v4 Flash down into Nanbeige (still cooking) - Kernel bench runs for DeepSeek v4 Flash and Qwen 3.8 Max - Got it into chat but couldn't reliably get it into the OMP harness yet - Private contract work - days like this are stuff I actually want to build. and when it's the high-intensity grind, i still have to show up and get it done

Elliot Arledge

17,401 views • 1 month ago

Building another Autonomous Computer with 2x RTX PRO 6000 Blackwell. This is the ideal personal AI datacenter: 192 GB of VRAM on your desk. We're seeing ~300 tok/s with DeepSeek V4 Flash running locally. Own your compute. Own your intelligence.
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Building another Autonomous Computer with 2x RTX PRO 6000 Blackwell. This is the ideal personal AI datacenter: 192 GB of VRAM on your desk. We're seeing ~300 tok/s with DeepSeek V4 Flash running locally. Own your compute. Own your intelligence.

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DeepSeek-V4-Flash-0731 is out and it's amazing. Run it locally today on NVIDIA hardware.
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DeepSeek-V4-Flash-0731 is out and it's amazing. Run it locally today on NVIDIA hardware.

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15,835 views • 29 days ago

I'm now used to this speed 🤣 Running DeepSeek-V4-Flash-IQ2XXS on my single 3090 and 64GB RAM tg is fine, its the prefill that actually hurts.
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I'm now used to this speed 🤣 Running DeepSeek-V4-Flash-IQ2XXS on my single 3090 and 64GB RAM tg is fine, its the prefill that actually hurts.

AJ

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DeepSeek V4 Pro vs Xiaomi MIMO V2.5 Pro MIMO V2.5-Pro wins by: 1. ~1 min faster than DeepSeek-V4-Pro 2. cleaner aesthetic Our reasoning: MIMO V2.5 Pro is natively multimodal, so it has a stronger sense of what good visuals look like. Curious to see how DeepSeek V4 Vision will change that
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DeepSeek V4 Pro vs Xiaomi MIMO V2.5 Pro MIMO V2.5-Pro wins by: 1. ~1 min faster than DeepSeek-V4-Pro 2. cleaner aesthetic Our reasoning: MIMO V2.5 Pro is natively multimodal, so it has a stronger sense of what good visuals look like. Curious to see how DeepSeek V4 Vision will change that

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Step-3.7-Flash Q4_K_S on DGX Spark (GB10, 128GB): > ~27 tok/s generation > 198B sparse MoE, ~11B active > 256K context, native vision > Agentic / tool-calling / reasoning > Apache 2.0 I added a mobile chat screen on the right showing what 27 tok/s actually feels like streaming on a phone.
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Step-3.7-Flash Q4_K_S on DGX Spark (GB10, 128GB): > ~27 tok/s generation > 198B sparse MoE, ~11B active > 256K context, native vision > Agentic / tool-calling / reasoning > Apache 2.0 I added a mobile chat screen on the right showing what 27 tok/s actually feels like streaming on a phone.

stevibe

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Mariah Carey’s performance of ‘Vision of Love’ from the Manila stop on her Charmbracelet World Tour is straight up incredible 🔥 🔥 🔥
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Mariah Carey’s performance of ‘Vision of Love’ from the Manila stop on her Charmbracelet World Tour is straight up incredible 🔥 🔥 🔥

Poll The Crowds

27,726 views • 8 months ago

ÚLTIMA HORA: DeepSeek la vuelve a liar. Saca un modelo nuevo que revoluciona el avance de la IA DeepSeek ha sacado sin avisar su modelo con visión: V4-Flash-Vision-Exp. Le enseñas un gráfico y lo interpreta. Solo por API. No está en la app ni en la web. Y el precio es lo que debería preocupar a Silicon Valley, no el modelo. Te lo cuento aquí. 👇👇👇
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ÚLTIMA HORA: DeepSeek la vuelve a liar. Saca un modelo nuevo que revoluciona el avance de la IA DeepSeek ha sacado sin avisar su modelo con visión: V4-Flash-Vision-Exp. Le enseñas un gráfico y lo interpreta. Solo por API. No está en la app ni en la web. Y el precio es lo que debería preocupar a Silicon Valley, no el modelo. Te lo cuento aquí. 👇👇👇

Jose Vizner

34,521 views • 13 days ago

Deepseek v4 flash 0731 running on M2 Ultra 192GB speed via antirez's ds4 mxfp4, very usable, now we are pretty much token free.. will use it to try some interesting idea 🧙‍♂️
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Deepseek v4 flash 0731 running on M2 Ultra 192GB speed via antirez's ds4 mxfp4, very usable, now we are pretty much token free.. will use it to try some interesting idea 🧙‍♂️

mzba

33,918 views • 1 month ago

The vision is clear 🔥
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The vision is clear 🔥

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