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I tested MiniMax H3 vs Seedance 2.5 on the exact same typography challenge. The difference was bigger than I expected. MiniMax H3 delivered: → Sharper text rendering → Richer visuals → More consistent results → Cleaner, more readable typography The text blended naturally into each scene, giving the video...

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Vantix AI Agency

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13,623 görüntüleme • 6 gün önce •via X (Twitter)

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I tested MiniMax H3 and Seedance 2.0 with the same game controller concept, and H3 really stood out to me. The product interactions feel more dynamic. The transitions are smoother. And the overall pacing tells a stronger story. The final result feels much closer to a premium brand commercial.
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I tested MiniMax H3 and Seedance 2.0 with the same game controller concept, and H3 really stood out to me. The product interactions feel more dynamic. The transitions are smoother. And the overall pacing tells a stronger story. The final result feels much closer to a premium brand commercial.

FELIX

508,398 görüntüleme • 14 gün önce

Hailuo / MiniMax H3 is here! 🚀 Just ran my first experiment with the new H3 model using an idea I previously tested on the 2.3 version — and the results are surprisingly impressive. This was a true one-shot generation: first attempt, no retries, no selecting the best take. More experiments coming soon as I explore what H3 can really do. 🔥 Diving deeper into Hailuo AI (MiniMax) ✨ #MiniMaxH3
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Hailuo / MiniMax H3 is here! 🚀 Just ran my first experiment with the new H3 model using an idea I previously tested on the 2.3 version — and the results are surprisingly impressive. This was a true one-shot generation: first attempt, no retries, no selecting the best take. More experiments coming soon as I explore what H3 can really do. 🔥 Diving deeper into Hailuo AI (MiniMax) ✨ #MiniMaxH3

Anissa

14,609 görüntüleme • 15 gün önce

MiniMax H3 on Hailuo AI (MiniMax) continues to impress with realistic beauty commercials and premium product visuals. This XYN Lipsglow UGC video features natural lighting, authentic expressions, and a polished luxury aesthetic. The smooth motion, cinematic quality, and realistic product presentation make the entire ad feel premium. #MiniMaxH3
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MiniMax H3 on Hailuo AI (MiniMax) continues to impress with realistic beauty commercials and premium product visuals. This XYN Lipsglow UGC video features natural lighting, authentic expressions, and a polished luxury aesthetic. The smooth motion, cinematic quality, and realistic product presentation make the entire ad feel premium. #MiniMaxH3

Aria

12,485 görüntüleme • 12 gün önce

I created a fictional coffee brand called AURELIA to experiment with environmental typography and build a complete commercial using MiniMax H3. The goal was to create a realistic advertisement in which the typography became part of the environment instead of simply appearing on the screen. This commercial focused on natural lighting, realistic movement, synchronized voice-overs, product consistency, and an authentic atmosphere. AURELIA — Awaken your senses. ☕️ Prompt in the comments
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I created a fictional coffee brand called AURELIA to experiment with environmental typography and build a complete commercial using MiniMax H3. The goal was to create a realistic advertisement in which the typography became part of the environment instead of simply appearing on the screen. This commercial focused on natural lighting, realistic movement, synchronized voice-overs, product consistency, and an authentic atmosphere. AURELIA — Awaken your senses. ☕️ Prompt in the comments

FATHELA ESQ

52,590 görüntüleme • 12 gün önce

I didn’t expect Grok’s video model to improve this much. Today, when I was generating a video with Seedance 2.0, I found the results weren’t very good. So I tried using the exact same source material and prompt in Grok instead. To my surprise, Grok actually produced better results than Seedance 2.0. I’ve put the prompt and source material in the comments, so if you’re interested, you can give it a try too. The left side shows the video generated by Grok, and the right side shows the video generated by Seedance 2.0.
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I didn’t expect Grok’s video model to improve this much. Today, when I was generating a video with Seedance 2.0, I found the results weren’t very good. So I tried using the exact same source material and prompt in Grok instead. To my surprise, Grok actually produced better results than Seedance 2.0. I’ve put the prompt and source material in the comments, so if you’re interested, you can give it a try too. The left side shows the video generated by Grok, and the right side shows the video generated by Seedance 2.0.

underwood

34,518 görüntüleme • 4 ay önce

Video Model Comparison: Image2Video Same input image + text prompt on each model: • Pika 2.0 • OpenAI Sora • Runway Gen-3 • Kling AI 1.6 • Luma Dream Machine • Hailuo MiniMax I used the same prompt that I used to generate this image in Midjourney and chose the best results for each model tested. The prompt didn't include specific camera motion, so it was interesting to see each model's interpretation:
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Video Model Comparison: Image2Video Same input image + text prompt on each model: • Pika 2.0 • OpenAI Sora • Runway Gen-3 • Kling AI 1.6 • Luma Dream Machine • Hailuo MiniMax I used the same prompt that I used to generate this image in Midjourney and chose the best results for each model tested. The prompt didn't include specific camera motion, so it was interesting to see each model's interpretation:

Heather Cooper

63,079 görüntüleme • 1 yıl önce

🎥 Comparing AI video models: Image to video • Gen-3 • Kling AI 1.5 • Hailuo MiniMax • Luma Dream Machine I used a Midjourney image in each model 4 times with no text prompt. This type of image is difficult for the AI to separate the subject in the front from the people behind her - they tend to move the group as if they are a single unit. But the results were interesting, as you can see! I chose my favorite results, below.
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🎥 Comparing AI video models: Image to video • Gen-3 • Kling AI 1.5 • Hailuo MiniMax • Luma Dream Machine I used a Midjourney image in each model 4 times with no text prompt. This type of image is difficult for the AI to separate the subject in the front from the people behind her - they tend to move the group as if they are a single unit. But the results were interesting, as you can see! I chose my favorite results, below.

Heather Cooper

41,354 görüntüleme • 1 yıl önce

GPT Image 2.0 is now available on Akool 🚀 This isn’t just an upgrade—it’s a major leap in AI image generation. With GPT Image 2.0, you get: • Sharper, high-resolution outputs with improved detail and realism • Much stronger text rendering (finally, text in images that actually looks right) • Better prompt understanding for more accurate and controllable results • Improved consistency across variations and multi-image generations • More precise editing & refinement for iterative creative workflows Whether you're creating marketing visuals, product images, or storytelling assets, GPT Image 2.0 delivers cleaner, more reliable, and production-ready results. Now live on Akool, try the latest in AI image generation today.
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GPT Image 2.0 is now available on Akool 🚀 This isn’t just an upgrade—it’s a major leap in AI image generation. With GPT Image 2.0, you get: • Sharper, high-resolution outputs with improved detail and realism • Much stronger text rendering (finally, text in images that actually looks right) • Better prompt understanding for more accurate and controllable results • Improved consistency across variations and multi-image generations • More precise editing & refinement for iterative creative workflows Whether you're creating marketing visuals, product images, or storytelling assets, GPT Image 2.0 delivers cleaner, more reliable, and production-ready results. Now live on Akool, try the latest in AI image generation today.

Akool Inc

1,541,129 görüntüleme • 3 ay önce

The next leap in AI video isn't just better visuals. It's having far more control over how those videos are created. Dreamina Seedance 2.5 is coming soon to the Dreamina platform, and what stands out isn't only the quality it's the workflow built around creators. Here's what's coming: • Multimodal input — combine up to 50 reference assets in a single generation. • Longer video generation — create continuous videos of up to 30 seconds. • Structured control — use white-model and green-screen references for more predictable results. • Multilingual creation — build content for international audiences with localization support. • Targeted refinement — edit specific parts of a video instead of regenerating the entire scene. These upgrades make Dreamina Seedance 2.5 feel less like another prompt-to-video model and more like a complete, controllable AI video production pipeline. Learn more: #dreamina #dreaminapartner #seedance #dreaminaseedance25
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The next leap in AI video isn't just better visuals. It's having far more control over how those videos are created. Dreamina Seedance 2.5 is coming soon to the Dreamina platform, and what stands out isn't only the quality it's the workflow built around creators. Here's what's coming: • Multimodal input — combine up to 50 reference assets in a single generation. • Longer video generation — create continuous videos of up to 30 seconds. • Structured control — use white-model and green-screen references for more predictable results. • Multilingual creation — build content for international audiences with localization support. • Targeted refinement — edit specific parts of a video instead of regenerating the entire scene. These upgrades make Dreamina Seedance 2.5 feel less like another prompt-to-video model and more like a complete, controllable AI video production pipeline. Learn more: #dreamina #dreaminapartner #seedance #dreaminaseedance25

Md Riyazuddin

33,164 görüntüleme • 16 gün önce

🎬Comparing AI video models with no prompt: • Gen-3 • Kling AI 1.5 • Hailuo MiniMax • Luma Dream Machine I used a Midjourney image in each model 3 times with no text prompt. I chose my favorite results, below. Sometimes I test certain images with no prompt to see how creative the models can be. Take a look at the results, but don't just focus on how much movement there is - pay attention to what is actually moving. The fog/mist adds to the dramatic effect:
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🎬Comparing AI video models with no prompt: • Gen-3 • Kling AI 1.5 • Hailuo MiniMax • Luma Dream Machine I used a Midjourney image in each model 3 times with no text prompt. I chose my favorite results, below. Sometimes I test certain images with no prompt to see how creative the models can be. Take a look at the results, but don't just focus on how much movement there is - pay attention to what is actually moving. The fog/mist adds to the dramatic effect:

Heather Cooper

29,138 görüntüleme • 1 yıl önce

Most AI video generators can animate a product. Keeping it accurate is another story. I tested Pollo AI Commerce Studio with a Versace perfume listing and was impressed by how well it preserved the original product. The bottle looked consistent from scene to scene, with accurate colors, recognizable branding, and details that stayed true to the original image throughout the video. The final result felt more like a luxury fragrance commercial than an AI-generated video. With over 100 templates and no prompts required, creating high-quality product videos feels surprisingly effortless.
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Most AI video generators can animate a product. Keeping it accurate is another story. I tested Pollo AI Commerce Studio with a Versace perfume listing and was impressed by how well it preserved the original product. The bottle looked consistent from scene to scene, with accurate colors, recognizable branding, and details that stayed true to the original image throughout the video. The final result felt more like a luxury fragrance commercial than an AI-generated video. With over 100 templates and no prompts required, creating high-quality product videos feels surprisingly effortless.

Calira

28,965 görüntüleme • 1 ay önce

Comparing AI video results: • Gen-3 • Kling AI 1.5 • Hailuo MiniMax • Luma Dream Machine I used a FLUX1.1 [pro] image as the input. Each model ran the same prompt 3 times, and I chose the best results: "Smooth side tracking shot of a woman jogging at twilight with the city skyline in the background, sharp focus on the woman as she pumps her arms with each stride as she jogs, depth of field, advertising commercial" Running, jogging, and walking are difficult for AI video models, and none of them produced a smooth result, but this is the worst they will be.
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Comparing AI video results: • Gen-3 • Kling AI 1.5 • Hailuo MiniMax • Luma Dream Machine I used a FLUX1.1 [pro] image as the input. Each model ran the same prompt 3 times, and I chose the best results: "Smooth side tracking shot of a woman jogging at twilight with the city skyline in the background, sharp focus on the woman as she pumps her arms with each stride as she jogs, depth of field, advertising commercial" Running, jogging, and walking are difficult for AI video models, and none of them produced a smooth result, but this is the worst they will be.

Heather Cooper

57,672 görüntüleme • 1 yıl önce

I tried MiniMax Design (H3) to see how it handles real content creation. The workflow is simple. You just write a prompt or drop in an image, and it turns that into a dynamic video with motion, framing, and scene depth. No timeline to manage. No editing setup. No back and forth. What stood out to me: • Text to video and image to video both feel smooth. • It handles motion, camera angles, and flow on its own. • Output is fast, usually within seconds. • Works well for reels, quick ads, storytelling, and idea testing. It removes the hardest part: starting from scratch and turns your ideas into content in minutes. Instead of thinking, “How do I make this video?” You start with, “What do I want to create?” That shift alone makes it worth exploring. Try it here: #Hailuo
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I tried MiniMax Design (H3) to see how it handles real content creation. The workflow is simple. You just write a prompt or drop in an image, and it turns that into a dynamic video with motion, framing, and scene depth. No timeline to manage. No editing setup. No back and forth. What stood out to me: • Text to video and image to video both feel smooth. • It handles motion, camera angles, and flow on its own. • Output is fast, usually within seconds. • Works well for reels, quick ads, storytelling, and idea testing. It removes the hardest part: starting from scratch and turns your ideas into content in minutes. Instead of thinking, “How do I make this video?” You start with, “What do I want to create?” That shift alone makes it worth exploring. Try it here: #Hailuo

Manish Kumar Shah

27,680 görüntüleme • 4 ay önce

I just dropped myself into a Taylor Swift-style music video without writing a single prompt, timeline, or storyboard. I uploaded one photo and the song. That's it. Atlabs AI took over from there: • Built the character sheet • Planned the scenes • Generated the prompts • Synced every cut to the beat • Delivered a finished edit Most AI video tools promise automation, but the tradeoff is usually creative control. This was the opposite. The agents handled the production work while I focused on direction. Every scene, transition, framing choice, and creative decision stayed in my hands. When the edit was ready, I could jump in, swap shots, rework sequences, change the mood, and fine-tune the story. It felt less like using a tool and more like working with an AI production crew. We're moving beyond prompting. The next wave is directing autonomous creative workflows that understand the music, build the narrative, and still leave the final call to you. Character: ChatGPT Image Video: Seedance This is the most fun I've had making a music video in a long time.
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I just dropped myself into a Taylor Swift-style music video without writing a single prompt, timeline, or storyboard. I uploaded one photo and the song. That's it. Atlabs AI took over from there: • Built the character sheet • Planned the scenes • Generated the prompts • Synced every cut to the beat • Delivered a finished edit Most AI video tools promise automation, but the tradeoff is usually creative control. This was the opposite. The agents handled the production work while I focused on direction. Every scene, transition, framing choice, and creative decision stayed in my hands. When the edit was ready, I could jump in, swap shots, rework sequences, change the mood, and fine-tune the story. It felt less like using a tool and more like working with an AI production crew. We're moving beyond prompting. The next wave is directing autonomous creative workflows that understand the music, build the narrative, and still leave the final call to you. Character: ChatGPT Image Video: Seedance This is the most fun I've had making a music video in a long time.

Sharon Riley

36,280 görüntüleme • 1 ay önce

Prompt adherence in MiniMax H3 is crazy, missed no detail and even the timing is perfect. I take back my earlier comment about text-to-video being shitty. This was pure text-to-video with no start image. "Inside Kowloon Walled City, late 1980s, ultra-realistic handheld one-take. A restaurant worker hurries through impossibly narrow, crowded corridors carrying a huge bowl of boiling soup. Residents press themselves against the damp walls to let him pass. He ducks beneath dripping pipes, squeezes past hanging laundry, and leaps over children playing mahjong on the floor. The maze feels claustrophobic, noisy, and alive. He reaches a cramped apartment doorway and hands over the soup just as the lights suddenly cut out, plunging everything into darkness. Oppressive realism, fluorescent lighting, wet concrete, exposed wires, Cantonese shouting, clattering dishes, echoing footsteps, tense cinematic pacing. No cyberpunk, no stylization, documentary-like realism."
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Prompt adherence in MiniMax H3 is crazy, missed no detail and even the timing is perfect. I take back my earlier comment about text-to-video being shitty. This was pure text-to-video with no start image. "Inside Kowloon Walled City, late 1980s, ultra-realistic handheld one-take. A restaurant worker hurries through impossibly narrow, crowded corridors carrying a huge bowl of boiling soup. Residents press themselves against the damp walls to let him pass. He ducks beneath dripping pipes, squeezes past hanging laundry, and leaps over children playing mahjong on the floor. The maze feels claustrophobic, noisy, and alive. He reaches a cramped apartment doorway and hands over the soup just as the lights suddenly cut out, plunging everything into darkness. Oppressive realism, fluorescent lighting, wet concrete, exposed wires, Cantonese shouting, clattering dishes, echoing footsteps, tense cinematic pacing. No cyberpunk, no stylization, documentary-like realism."

cocktail peanut

31,141 görüntüleme • 9 gün önce

Seedance 2.0 is officially LIVE on Pollo AI:)🚀 I tried Seedance 2.0 on Pollo AI, and honestly—it’s a big upgrade. The motion feels much smoother, and generating audio + visuals together makes everything more polished and in sync. What stood out most is the control—you can tweak performance, lighting, and camera angles to level up your storytelling. 🔥 Plus, get 60% OFF for a limited time—perfect for anyone getting into AI video creation.
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Seedance 2.0 is officially LIVE on Pollo AI:)🚀 I tried Seedance 2.0 on Pollo AI, and honestly—it’s a big upgrade. The motion feels much smoother, and generating audio + visuals together makes everything more polished and in sync. What stood out most is the control—you can tweak performance, lighting, and camera angles to level up your storytelling. 🔥 Plus, get 60% OFF for a limited time—perfect for anyone getting into AI video creation.

Shoaib AI

18,591 görüntüleme • 4 ay önce

I see a lot of online posts about 🍌 Nano Banana 🍌 making ANYTHING POSSIBLE, and all you do is CLICK & BOOM, but it's not that simple. There are lots of ways to get incredible results, but nothing is ever as simple as it seems, so... In the coming weeks, I'm going to break down some of the key ways to get the most out of Nano Banana, like head/face swapping, product placement (and yes, I mean your obscure product loaded with small print text), scene blocking, and more. Connect with me, here on X to stay in the loop on upcoming posts, and if you want to get more serious 1:1 AI training, feel free to schedule some AI consultation here: Freepik Hailuo AI (MiniMax) #NanoBanana
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I see a lot of online posts about 🍌 Nano Banana 🍌 making ANYTHING POSSIBLE, and all you do is CLICK & BOOM, but it's not that simple. There are lots of ways to get incredible results, but nothing is ever as simple as it seems, so... In the coming weeks, I'm going to break down some of the key ways to get the most out of Nano Banana, like head/face swapping, product placement (and yes, I mean your obscure product loaded with small print text), scene blocking, and more. Connect with me, here on X to stay in the loop on upcoming posts, and if you want to get more serious 1:1 AI training, feel free to schedule some AI consultation here: Freepik Hailuo AI (MiniMax) #NanoBanana

Jordan Daniel Chesney

27,760 görüntüleme • 11 ay önce

This workflow is perfect for creating short fashion-style cinematic videos. I simplified the original prompts based on willie’s method, and the whole process is now much faster and more stable: 1. Generate a 3×3 keyframe grid (Nano Banana Pro only) Use this simple prompt: “In a 3x3 grid, show this character in different angles, keep the scene the same, random poses. This is far simpler and more efficient than my old prompts. You can generate multiple times and just pick the keyframes you like most. 2. Extract a high-res keyframe (Super stable trick) Take a screenshot of the keyframe you want from the 3×3 grid, send it back to Nano Banana Pro, and simply say: “Give me a high-resolution version.” This method is much more stable than relying on complex upscaling prompts. 3. Generate the video with Kling 2.5 Turbo Upload the first and last frames to Kling 2.5 Turbo and use this prompt: “The camera very slowly and smoothly lowers on a boom.” From my testing, Kling 2.5 Turbo offers the best balance of stability and cost — other models are either less consistent or noticeably more expensive. 4. Final speed adjustment with willie’s tool (Critical step) Use the tool built by willie to fine-tune the playback speed of each clip. This step is essential for getting that premium cinematic feel. I’ll drop the tool link in the comments.
0:10

This workflow is perfect for creating short fashion-style cinematic videos. I simplified the original prompts based on willie’s method, and the whole process is now much faster and more stable: 1. Generate a 3×3 keyframe grid (Nano Banana Pro only) Use this simple prompt: “In a 3x3 grid, show this character in different angles, keep the scene the same, random poses. This is far simpler and more efficient than my old prompts. You can generate multiple times and just pick the keyframes you like most. 2. Extract a high-res keyframe (Super stable trick) Take a screenshot of the keyframe you want from the 3×3 grid, send it back to Nano Banana Pro, and simply say: “Give me a high-resolution version.” This method is much more stable than relying on complex upscaling prompts. 3. Generate the video with Kling 2.5 Turbo Upload the first and last frames to Kling 2.5 Turbo and use this prompt: “The camera very slowly and smoothly lowers on a boom.” From my testing, Kling 2.5 Turbo offers the best balance of stability and cost — other models are either less consistent or noticeably more expensive. 4. Final speed adjustment with willie’s tool (Critical step) Use the tool built by willie to fine-tune the playback speed of each clip. This step is essential for getting that premium cinematic feel. I’ll drop the tool link in the comments.

underwood

22,173 görüntüleme • 8 ay önce

We are in an insane run of open-weight drops. Every modality, open source is winning. This is what an open source AI summer ☀️ looks like: 🧠 LLMs & Reasoning → DeepSeek-V4-Flash-0731 (my king 👑): 304B MoE refresh, Terminal-Bench 2.1 jumps 61.8→82.7 over the preview, DeepSWE 7.3→54.4. Closes in on Opus-4.8 on Agents' Last Exam (25.2 vs 25.7). MIT. → Muse-Glimmer-30B, from Meta (they are back!!): their first open agentic model. ~29.6B dense + perception encoder, 131k+ context, built to run fully local, no cloud. Apache 2.0. → Liquid AI LFM2.5-2.6B: 2.69B params, 131k context, 220 tok/s on an M5 Max in under 2.5GB RAM. Competitive with models 4x larger on agentic tasks. → inclusionAI Ling-3.0-flash: 124B total, only 5.1B active, ~12% the size of their old 1T flagship Ring-2.6, matches it on key benchmarks. MIT. → inclusionAI Ling-3.0-tiny: 7.9B total, 1.3B active, 86-90 tok/s on an M4 Pro MacBook at ~8GB peak memory. MIT. → NVIDIA Nemotron-3.5-Lightning-30B-A3B: hybrid Mamba-2+MoE+Attention, up to 1M context, runs on a single H100 or DGX Spark, SWE-bench Verified 52.8. → deepgrove maple-preview: 20B-A1B ternary-weight reasoner, 218 tok/s on a Mac mini M4, 5.3GB checkpoint. MIT. → BigBang-v1 (endless-frontier): fine-tuned from Qwen3.6-35B-A3B via a self-evolving generator/critic synthetic-data loop. Lands aggregate performance between DeepSeek V4 Flash (284B) and V4 Pro (1.6T), at 35B. Apache 2.0. 🎬 Video → MiniMax-H3: 33B dense omni model, native stereo audio, up to 2K/15s. 3.6k+ likes already. → Minimax-H3-Turbo (lightx2v): Apache-2.0 turbo distillation of H3 for fast inference. → Lightricks LTX-2.5: image-to-video update, custom Gemma-4-12B text encoder, a markedly stronger distilled model. 🔊 Voice → NVIDIA NemotronLabs VoiceChat-11B: full-duplex speech-to-speech, ~450ms turn-taking, #2 on open VoiceBench, and the first open full-duplex model with live tool-calling mid-conversation. 🛡️ Safety → Mistral Shieldstral-1.0-3B: 3B multimodal guardrail that takes your safety policy as plain text instead of fixed categories. Beats LlamaGuard-4-12B and ShieldGemma-9B on HarmBench (99.4) and ToxicChat (84.1) at a fraction of the size. Apache 2.0.
0:14

We are in an insane run of open-weight drops. Every modality, open source is winning. This is what an open source AI summer ☀️ looks like: 🧠 LLMs & Reasoning → DeepSeek-V4-Flash-0731 (my king 👑): 304B MoE refresh, Terminal-Bench 2.1 jumps 61.8→82.7 over the preview, DeepSWE 7.3→54.4. Closes in on Opus-4.8 on Agents' Last Exam (25.2 vs 25.7). MIT. → Muse-Glimmer-30B, from Meta (they are back!!): their first open agentic model. ~29.6B dense + perception encoder, 131k+ context, built to run fully local, no cloud. Apache 2.0. → Liquid AI LFM2.5-2.6B: 2.69B params, 131k context, 220 tok/s on an M5 Max in under 2.5GB RAM. Competitive with models 4x larger on agentic tasks. → inclusionAI Ling-3.0-flash: 124B total, only 5.1B active, ~12% the size of their old 1T flagship Ring-2.6, matches it on key benchmarks. MIT. → inclusionAI Ling-3.0-tiny: 7.9B total, 1.3B active, 86-90 tok/s on an M4 Pro MacBook at ~8GB peak memory. MIT. → NVIDIA Nemotron-3.5-Lightning-30B-A3B: hybrid Mamba-2+MoE+Attention, up to 1M context, runs on a single H100 or DGX Spark, SWE-bench Verified 52.8. → deepgrove maple-preview: 20B-A1B ternary-weight reasoner, 218 tok/s on a Mac mini M4, 5.3GB checkpoint. MIT. → BigBang-v1 (endless-frontier): fine-tuned from Qwen3.6-35B-A3B via a self-evolving generator/critic synthetic-data loop. Lands aggregate performance between DeepSeek V4 Flash (284B) and V4 Pro (1.6T), at 35B. Apache 2.0. 🎬 Video → MiniMax-H3: 33B dense omni model, native stereo audio, up to 2K/15s. 3.6k+ likes already. → Minimax-H3-Turbo (lightx2v): Apache-2.0 turbo distillation of H3 for fast inference. → Lightricks LTX-2.5: image-to-video update, custom Gemma-4-12B text encoder, a markedly stronger distilled model. 🔊 Voice → NVIDIA NemotronLabs VoiceChat-11B: full-duplex speech-to-speech, ~450ms turn-taking, #2 on open VoiceBench, and the first open full-duplex model with live tool-calling mid-conversation. 🛡️ Safety → Mistral Shieldstral-1.0-3B: 3B multimodal guardrail that takes your safety policy as plain text instead of fixed categories. Beats LlamaGuard-4-12B and ShieldGemma-9B on HarmBench (99.4) and ToxicChat (84.1) at a fraction of the size. Apache 2.0.

Victor M

39,217 görüntüleme • 1 gün önce