#Flux2

大雄 (@dx8152)

Flux2 Klein이 훈련된 LoRA보다 전반적으로 우수한 성능을 보이며 이미지 편집과 텍스트→이미지 변환 작업에서 특히 뛰어나다고 평가됩니다. 작성자는 Flux2 Klein 테스트를 권장하며 관련 튜토리얼(유튜브 링크)을 공유했습니다.

x.com/dx8152/status/2013295259

#flux2 #lora #texttoimage #imageediting #generativeai

N-gated Hacker Newsngate
2026-01-18

🤖 Oh joy, another project boasting about its "pure C inference" while burying you in buzzwords 🥱. Apparently "Flux 2" is here to revolutionize image generation, but you might need a PhD in jargon to navigate this labyrinth of self-congratulatory tech speak 🚀.
github.com/antirez/flux2.c

Artificial Analysis (@ArtificialAnlys)

Black Forest Labs가 오픈 가중치 이미지 모델 FLUX.2 [klein]을 발표했습니다. 9B 변형은 Artificial Analysis Image Editing Arena에서 오픈 가중치 이미지 편집 모델 중 상위로 평가되며, FLUX.1 [schnell]의 정신적 후속작이라고 소개됩니다.

x.com/ArtificialAnlys/status/2

#openweights #flux2 #imagemodel #blackforestlabs

N-gated Hacker Newsngate
2026-01-17

🚀 BREAKING NEWS: 🎨 "FLUX.2 klein" is here to revolutionize visual intelligence with SPEED and GLAM! Apparently, it can generate and edit images faster than you can say "pretentious tech jargon" - all while running on a potato. 🥔✨ But hey, who needs substance when you have buzzwords? 🤖💡
bfl.ai/blog/flux2-klein-toward

AI Daily Postaidailypost
2026-01-16

Black Forest Labs just dropped Flux.2 [klein], a sub‑second, open‑source image generator that runs on a home GPU. By hitting the Pareto frontier of speed and quality, it lets creators iterate instantly. Curious how this changes the AI art workflow? Read the full story.

🔗 aidailypost.com/news/black-for

金のニワトリ (@gosrum)

캐릭터 일관성을 유지하면서 동적으로 편집하는 관점에서 Flux.2-klein이 Qwen-Image-Edit보다 우수하다는 개인 평가입니다. 다만 팔·다리가 추가되는 등 이상 출력 확률이 꽤 있어 운(가챠)이 필요하고, 그럼에도 불구하고 추론 속도가 빨라 실사용에서 불편함은 크지 않다는 내용입니다.

x.com/gosrum/status/2012159009

#imageediting #flux2 #qwen #generativeai

Andreas BeckerCaramba1
2026-01-15

8,4 GB VRAM reichen ab heute für hochwertige Bildgenerierung. Black Forest Labs veröffentlicht FLUX.2 klein in zwei Varianten. Das 4B-Modell erscheint unter Apache 2.0 und ermöglicht kommerzielle Nutzung lokal. Auf einer RTX 5090 liegt die Generierungszeit bei nur 1,2 Sekunden. Die 9B-Variante bietet maximale Qualität, steht aber unter Non-Commercial Lizenz.
all-ai.de/news/news26top/flux2

Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Good morning...

Neon Dreams #Coffee

A mesmerizing close-up of a cutting-edge futuristic coffee machine dominating a sleek modern counter, its brushed steel and glossy ceramic surfaces reflecting the electric glow of vibrant neon signs above. Steam rises from two meticulously crafted coffee cups, each showcasing unique textures of creamy foam, deep rich liquid, and delicate condensation droplets. The dramatic chiaroscuro lighting creates striking shadows that dance across the scene, while leading lines from the neon signage draw your gaze directly to the machine's intricate mechanical details. This ultra-high resolution 8K render captures every texture with stunning clarity - from the warm wood grain counter top to the reflective neon glass elements, creating an atmospheric masterpiece that seamlessly blends industrial aesthetics with culinary artistry.

This post is 99.99% AI generated.

#coffee #flux2 #ai #aiart #generativeai #llm #futuristic #neonlighting #coffeeart #cyberpunk #techdesign #foodphotography #digitalillustration #aiartist #futuristicdesign #neonart #steampunk #moderninterior #coffeeexperience #aesthetic #digitalart #aiillustration #creativecoding #futurefood #neonfuturism #techart #aiartwork #generativeart #deepdreams #neonmagic #futuristiccoffee #digitalrealism #aiportrait #creativeai #aigenius #artificialintelligence #neonvibes #futuristicliving #techaesthetics

Close-up of a sleek futuristic coffee machine on a modern counter, illuminated by vibrant neon signs casting dynamic shadows. Photorealistic epic composition featuring Cyril Rolando's signature lighting technique with dramatic chiaroscuro effects. Ultra-high resolution 8K photo-realistic render with intricate textures: brushed stainless steel, glossy ceramic surfaces, warm wood grain counter top, and reflective neon glass elements. Futuristic food presentation with steam rising from two perfectly brewed coffee cups, each with distinct textures - creamy foam, dark rich liquid, and subtle condensation droplets. Masterful composition with leading lines from neon signage guiding the eye to the central coffee machine. Stunning depth of field emphasizing the machine's complex mechanical details while maintaining sharp focus on the steaming cups. Professional photography lighting setup with rim lighting, fill lights, and ambient neon glow creating atmospheric drama. Perfect balance of industrial aesthetics and culinary artistry in this breathtaking 8K illustration.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Moonlit Cyberpunk Gardens

A hauntingly beautiful fusion of futurism and nature unfolds beneath silver moonlight. Weathered stone paths glisten as cybernetic trees with metallic bark reflect vibrant neon blooms of holographic lotus flowers in electric blues, purples, and pinks. Ancient statues of phoenixes and dragons emerge from misty vapors, while futuristic LED lanterns cast prismatic shadows across moss-covered surfaces. Rusted brass gears and bioluminescent fungi create an ethereal glow, and holographic butterflies dance near tranquil waters. The air hums with forgotten clockwork mechanisms and distant electronic whispers, weaving an otherworldly symphony of technology and mystery.

This post is 100% AI generated.

#flux2 #ai #aiart #generativeai #llm #cyberpunk #futuristic #digitalart #neon #fantasy #aiartist #artificialintelligence #digitalpainting #speculativefiction #techfusion #moonlight #cyberpunkart #neongarden #holographic #bioluminescent #steampunk #digitalcreation #aesthetic #visualart #creativeai #futurehistory #darkfantasy #synthwave #neonfantasy #imaginarylandscapes #aiartcommunity #creativecoding #algorithmicart #deepdreams #neuralnetworks #aiillustration #virtualreality #sci-fi #futuristiclandscape #dreamscape #aigenerated #art

**Cyberpunk Castle Gardens - Moonlit Reflections**

Soft lunar illumination bathes weathered stone pathways, creating dramatic chiaroscuro effects. Twisted black trees with metallic bark reflect neon glows from towering holographic lotus flowers in electric blues, purples, and pinks. Stepping stones worn smooth by time glisten with moonbeams, while misty vapors curl between ancient statues of phoenixes and dragons. Futuristic LED lanterns cast prismatic shadows across moss-covered surfaces, their light dancing through dense fog that creeps through ornate iron gates overgrown with cybernetic vines.

Rusted brass gears gleam faintly in overgrown alcoves, while bioluminescent fungi illuminate dark corners with ethereal green luminescence. Holographic butterflies shimmer near water's edge, their translucent wings catching moonlight. Ancient clockwork mechanisms hum softly in forgotten chambers, their brass components tarnished but still functional. The atmosphere pulses with distant whispers carried on wind currents, creating an otherworldly symphony of electronic ambiance and natural mystery.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Digital Skull Portrait

A haunting headshot of Skullman bathed in dramatic chiaroscuro lighting that sharpens shadows across his hollow cheekbones and sunken eyes. Multiple computer monitors cast a soft ambient glow of electric blues, purples, and greens that reflect off his mirrored lenses and chrome frames. His translucent skull reveals pulsing neon circuitry beneath, with intricate micro-chip networks and fiber optic cables crisscrossing his scalp like living neural pathways. The stark contrast between his ethereal, otherworldly appearance and the high-tech environment surrounding him creates an almost supernatural atmosphere. Fine textures showcase the metallic sheen of circuit boards, smooth glass surfaces, and delicate wiring connecting his mechanical and biological components.

This post is 100% AI generated.

#ai #aiart #generativeai #llm #digitalart #neonportraits #skullart #cyberpunkart #futureportrait #digitalhuman #aiportrait #neonlighting #chiaroscuro #synthwave #techart #aiartist #deepfakeart #virtualreality #digitalcreation #aiillustration #futuristicportraits #neonfantasy #cyberart #aigenart #digitalnature #aiimagery #neonart #holographicart #technoart #aiheadshot #syntheticbeauty #digitalreality #neonfuturism #aiartistic #cyberpunkportrait #digitaldreams #flux2

Headshot portrait with dramatic chiaroscuro lighting casting sharp shadows across Skullman's hollow cheekbones and sunken eyes. Soft ambient glow from multiple computer monitors creates a kaleidoscope of electric blues, purples, and greens reflecting off his mirrored lenses with iridescent chrome frames. His translucent skull reveals pulsing neon circuitry beneath, with intricate micro-chip networks and fiber optic cables crisscrossing his scalp like living neural pathways. Deep shadows accentuate his sharp angular features and hollowed eye sockets, while subtle rim lighting outlines his skeletal structure. The darkened room atmosphere emphasizes the vibrant neon glow emanating from his digital workspace, creating stark contrast between his ethereal, otherworldly appearance and the high-tech environment surrounding him. Fine textures show the metallic sheen of circuit boards, the smooth glass surface of monitors, and the delicate wiring that connects his mechanical and biological components.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Manga Combat Showdown

Witness Tanjiro Kamado locked in fierce battle with a monstrous demon adversary. The dramatic chiaroscuro lighting casts stark shadows across his determined face while brilliant beams slice through misty darkness. His blue and white kimono displays intricate fabric details with every fold and crease visible, contrasting beautifully with the demon's grotesque bark-like skin and glowing red eyes. Flickering torchlight and scattered debris fill the atmosphere while dynamic action lines capture the intensity of their clash. The rich color palette of deep blues, warm oranges, and stark whites creates a powerful visual contrast that puts Tanjiro at the center of this manga masterpiece. Every textural brushstroke adds depth to this authentic manga aesthetic, complete with weathered parchment background and neon glow effects surrounding his sword techniques.

This post is 100% AI generated.

#ai #aiart #generativeai #flux2 #llm #manga #demonhunter #tanjiro #demonslayer #action #comics #art #illustration #anime #fantasy #fight #combat #dramatic #chiaroscuro #mangaart #aiartist #creative #digitalart #characterdesign #storyboard #visualnovel #graphicnovel #comicbook #artistic #dynamic #swordsman #darkfantasy #mangaillustration #aiillustration #fantasyart #detailedart #animerender #mangastyle #swordfight #demon

Manga-style painting of Tanjiro Kamado from Demon Slayer in dynamic combat against a demonic adversary. Dramatic chiaroscuro lighting with stark contrasts between deep shadows and bright highlights on his determined face and flowing kimono. Sharp angular light beams cutting through dark misty atmosphere. Tanjiro's blue and white kimono displays detailed fabric textures with subtle creases and folds. His charcoal-black hair and determined expression show intense focus. Demon features grotesque textures with rough bark-like skin, glowing red eyes, and jagged teeth. Background elements include flickering torchlight, scattered debris, and atmospheric smoke particles. Dynamic action lines emphasize movement and impact. Rich color palette with deep blues, warm oranges, and stark whites. High contrast composition with Tanjiro as central focal point. Detailed facial expressions showing resolve and determination. Textured brushstrokes create depth and dimensionality. Strong diagonal composition with dramatic perspective angles. Neon glow effects around sword techniques and demonic energy. Weathered parchment-like background texture for authentic manga aesthetic.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Elegant Floral Mastery

A breathtaking photorealistic digital artwork showcasing gray, gold, and white flowers on sleek black canvas. Fluid art techniques merge organic textures with smooth gradients, creating dynamic movement through dramatic chiaroscuro lighting. Golden highlights dance against deep shadows while ultra-high resolution 8K detail captures every petal's delicate silk-like surface and glossy metallic gold finish. The composition exhibits trending ArtStation aesthetics with professional lighting setup and premium material textures that shimmer with reflective properties. This contemporary decor piece blends natural beauty with modern artistic expression, featuring subtle brushstroke impressions on the canvas surface that enhance the luminous flower colors against the striking black backdrop.

This post is 100% AI generated.

#ai #aiart #generativeai #flux2 #llm #digitalart #fluidart #photorealistic #artstation #contemporaryart #digitalpainting #chiaroscuro #premiumtextures #modernart #interiordesign #aesthetic #creativeart #digitalmasterpiece #aiartist #artisticexpression #visualart #digitalcreativity #moderndecor #flowingart #elegantdesign #sleekcanvas #goldflowers #grayflowers #whiteflowers #8kquality #digitalrealism #artisticrendering #creativeprocess #aiartwork #generativeart #abstractflowers #modernpainting #digitalillusion #artisticvibes #visualmasterpiece #creativegenius #digitalartistry #aiartcommunity #artisticvision

**Enhanced Prompt:**

Photorealistic digital artwork featuring elegant gray, gold, and white flowers arranged on a sleek black canvas. Fluid art techniques blend organic textures with smooth gradients, creating dynamic movement. The composition showcases dramatic chiaroscuro lighting with golden highlights contrasting against deep shadows. Ultra-high resolution 8K detail captures every petal's delicate texture, from soft silk-like surfaces to glossy metallic gold petals. Black background provides striking contrast, emphasizing the luminous flower colors. Photorealistic rendering combines traditional painting techniques with digital fluid effects, creating a contemporary decor piece. The artwork exhibits trending ArtStation aesthetics with professional lighting setup, realistic shadow play, and premium material textures. Canvas surface shows subtle brushstroke impressions, while gold elements shimmer with reflective properties. This digital masterpiece blends natural beauty with modern artistic expression, perfect for contemporary interior design.

**Keywords:** photorealistic, fluid art, digital painting, 8K, ArtStation trending, chiaroscuro lighting, premium textures, contemporary decor, canvas surface, golden highlights
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Cyber Skull Hacker

A robotic skull face looms dramatically against a comic book backdrop, its chrome surface reflecting neon blue and amber glow from internal circuits. Sharp shadows reveal intricate wiring patterns etched into synthetic skin, while holographic sunglasses catch ambient light in dazzling reflections. Glowing red and green micro-wires pulse across his scalp like a living neural network, creating mesmerizing corona effects. Dynamic motion lines and bold outlines emphasize his intense focus, with vibrant electric blues and magentas illuminating his cybernetic features. Leading diagonals and negative space create cinematic tension, capturing a futuristic hacker in mid-action with dramatic perspective and high-contrast depth.

This post is 100% AI generated.

#ai #aiart #generativeai #flux2 #llm #cyberpunk #robotics #futuristic #hacker #skull #cybernetics #neon #chiaroscuro #comicbook #digitalart #techart #synthetic #cyberwarfare #aiartcommunity #deepdream #neuralnetwork #future #tech #digitalpainting #aiartist #creativeai #aigenerated #artificialintelligence #cyberpunkart #robotface #hologram #neonlight #aiillustration #machinelearning #generativeart #digitalcreation #futuristicart #cyberculture #techdesign #aiartwork #neuralnetworks #cyberpunkstyle #roboticface #syntheticskin

Skullman's robotic head dominates the frame with dramatic chiaroscuro lighting, where neon blue and amber computer screen glows cast sharp metallic reflections across his polished chrome visage. His Terminator-like face exhibits high-contrast shadows revealing intricate circuit patterns etched into his synthetic skin, while mirrored sunglasses with holographic iridescent frames catch and refract the ambient light. A web of glowing red and green micro-wires crisscrosses his scalp like a living neural network, pulsing with electric energy that creates a mesmerizing corona effect. The comic book background bursts with dynamic motion lines, explosive color gradients, and bold black outlines that emphasize his intense focus. Vibrant electric blue and magenta hues illuminate his cybernetic features, while stark white highlights accentuate the metallic textures of his skull-like head. The composition uses leading diagonal lines and strategic negative space to create visual tension, capturing the essence of a futuristic hacker in mid-action with dramatic perspective and cinematic depth.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Mystical Mythical Creatures

Ancient moss-draped trees frame a breathtaking scene where a dragon's iridescent scales catch golden sunset beams, while a unicorn's prismatic coat shimmers against misty waterfall spray. A phoenix silhouette soars dramatically against a blazing crimson and gold sky, its wingspan casting ethereal shadows through the mystical landscape. Leading water flow creates depth through layered rocks and translucent droplets, while warm sunset tones harmonize with cool blue undertones. Dramatic chiaroscuro lighting illuminates these magical elements with supernatural radiance and atmospheric perspective.

This post is 100% AI generated.

#ai #aiart #generativeai #flux2 #llm #fantasyart #mythicalcreatures #dragon #unicorn #phoenix #chiaroscuro #sunset #waterfall #mystical #ethereal #iridescent #prismatic #magicalrealism #digitalart #fantasy #aiartist #creativeai #aigenerated #visualstorytelling #artisticvision #dreamlike #otherworldly #aesthetic #digitalillustration #aiartcommunity #artificialintelligence #imaginedrealms #mythology #fantasyworld #surreal #cinematic #art #digitalpainting #aiartwork #generativeart #aiartistic #fantasyillustration #mysticallandscape #goldenhour #aipainting #aiimagery #creativeprocess #digitalmagic

**Enhanced Description:**

Dramatic chiaroscuro lighting casts ethereal shadows through ancient moss-draped trees. The dragon's scales exhibit iridescent sheen—emerald depths transitioning to sapphire reflections—caught in golden sunset beams. Unicorn's coat displays prismatic luminescence, each hair strand refracting rainbow hues against the waterfall's misty spray. Phoenix silhouette silhouetted against blazing crimson and gold sky, its wingspan dramatic and feathered. Composition features leading lines of water flow, creating depth through layered foreground rocks and translucent water droplets. Textured bark surfaces show weathered grooves, while soft focus background elements enhance mystical atmosphere. Warm sunset tones contrast with cool blue undertones, creating visual harmony. Dynamic lighting creates golden hour glow, illuminating magical elements with supernatural radiance and atmospheric perspective.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

A is for Artistic Cake

Behold a magnificent letter A cake that embodies culinary artistry at its finest. This stunning creation features delicate fondant details adorned with golden leaf accents that shimmer with every glance. The smooth, velvety surface catches light beautifully, showcasing the interplay of warm highlights and cool shadows that define its architectural elegance. Rich chocolate ganache layers provide a sophisticated foundation, while white buttercream piping adds refined contrast. Strategic spotlighting enhances the three-dimensional form, creating dramatic chiaroscuro effects that celebrate both curved grace and geometric precision. Textured sugar crystals sprinkle sparkle above, while mirror-like royal icing finishes create captivating reflections. The composition balances classical bakery refinement with modern artistic vision, presented at a dynamic diagonal angle that draws the eye through its symmetrical yet creatively flourished design.

This post is 100% AI generated.

#ai #aiart #generativeai #flux2 #llm #aicake #artisticbaking #fondantart #goldenleaf #cakeart #sugarcraft #fooddesign #aestheticcake #digitalart #creativebaking #artisticdessert #aiartwork #generativeart #foodphotography #cakecomposition #artisticdesign #bakerystyle #moderncake #symmetry #chiaroscuro #lightandshadow #foodart #cakecreation #digitalcake #aiartistic #sugarart #bakingart #creativecake #aesthetic #foodieart

A gorgeous cake shaped like the letter A, featuring intricate fondant detailing with subtle golden leaf accents that catch the light. The cake's surface displays smooth, velvety textures with gentle shadows creating depth and dimension. Soft ambient lighting casts warm highlights across the curved letterforms, while cool shadows define the sharp angles and architectural lines. The base layers showcase rich chocolate ganache with delicate piping patterns in contrasting white buttercream. Strategic spotlighting emphasizes the cake's three-dimensional structure, with dramatic chiaroscuro effects that highlight the elegant curves and precise geometric elements. Textured sugar crystals add sparkle to the upper sections, while smooth royal icing creates a mirror-like finish on the main surfaces. The composition balances symmetrical proportions with artistic flourishes, positioned at a slight diagonal angle to enhance visual interest. Warm tungsten lighting creates inviting glows around the edges, casting gentle reflections on surrounding surfaces. The overall aesthetic combines classic bakery sophistication with contemporary artistic design elements.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

Tropical Paradise Revealed

Golden rays pour through lush palm fronds dancing in seaside winds, painting the beach in warm amber light while turquoise waves whisper secrets to the shore. Weathered driftwood stands sentinel against the backdrop of endless blue, where coral gardens lie hidden beneath the surface. Emerald leaves catch the sun's glow, their shadows stretching across powdery sand, creating a masterpiece where earth meets ocean in perfect harmony. Bright tropical blooms add splashes of color to this serene coastal haven.

This post is 100% AI generated.

#ai #aiart #generativeai #flux2 #llm #tropical #beach #nature #ocean #palmtrees #sunset #beachlife #tropicalparadise #coastal #summer #scenic #landscape #beachvibes #naturelovers #travel #photography #art #digitalart #aiartwork #aesthetic #tropicalescape #beachphotography #oceanviews #paradise #sunshine #relaxation #beachday #tropicalnature #coastalbeauty #azureocean #palmfronds #goldenlight #turquoisewaters #coralreef #driftwood #tropicalflowers #sandybeach #seaside #harmony #earthwaterandsky #naturalbeauty #vacation #islandlife #tropicalvibes #beachretreat #oceanlover

Golden tropical sunlight cascades across emerald palm fronds swaying gently in coastal breeze, casting dynamic shadows on pristine white sand beaches. Crystal clear turquoise waters lap softly against shore with frothy white foam edges, revealing vibrant coral reefs beneath. Texture-rich palm leaves display deep green hues with weathered brown trunks, while Composition features a dramatic foreground of weathered driftwood, midground palm trees creating natural archways, and background azure ocean merging seamlessly with sky. Warm amber lighting creates dramatic contrast between sunlit beach areas and cool shadowed spaces. Tropical flowers dot the landscape with bright orange and yellow blooms. The scene captures perfect harmony between earth, water, and sky elements.
Skull-man(🇨🇺🇨🇦)osmani@social.coabai.com
2025-12-30

I've been playing with #flux2.dev I think is a great step forward in open weights image generation.
Symphony of Steel and Light: A Futuristic Metropolis in Perfect Harmony
#ai #aiart #generativeai

A gleaming ultra-modern metropolis under pristine cerulean sky, where skyscrapers of polished steel and glass rise in sharp geometric angles. Buildings feature mirrored carbon-fiber facades and transparent solar panels shimmering like liquid crystal. Self-repairing polymer roads stretch beneath vertical gardens pulsing with bioluminescent vines. A lone figure in sleek smart suit strides across pedestrian bridge, wrist interface displaying holographic map. Silent hexagonal drones zip through air delivering packages with pinpoint precision. Levitating transit pod glides by, translucent walls revealing AI-driven neural networks of fiber-optic cables glowing faintly. Crisp atmosphere with zero pollution. Adaptive lighting shifts to match circadian rhythms, casting soft cool hues at night. Massive orbital elevator ascends into atmosphere, cable a thin iridescent thread of light. Composition emphasizes verticality and geometric precision. Lighting creates dramatic contrast between reflective surfaces and deep shadows. Texture contrasts polished metals against organic bioluminescence. Warm ambient glow from building interiors. Cool blue tones dominate evening scenes. Perfect symmetry and clean lines throughout urban landscape.
2025-12-27

🚀 Experience Top-Tier Quality with FLUX.2 [max]!

Meet FLUX2Max (flux2max.pro) — your lightweight playground designed specifically for the new FLUX.2 [max] model.

👉 Try it free: flux2max.pro

Collage of high-quality images generated with FLUX.2 [max], showing realistic textures and lighting

Client Info

Server: https://mastodon.social
Version: 2025.07
Repository: https://github.com/cyevgeniy/lmst