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Waxaad qeexdaa yoolkaaga. Novera wuxuu diyaariyaa agabka, fuliya hawsha wuxuuna habeeyaa natiijooyinka.
Kaaliyaha AI kaaliyaha TRON-ABS, laga bilaabo bilawga koowaad ilaa natiijooyinka: qoraal, sawiro, muusig iyo muuqaal hal sheeko.
Waxaa loo heli karaa Windows, Linux, macOS iyo Android · 80 interfaces languages · 42 bixiyayaasha daruuraha · 49 media presets · Apache 2.0
Automation · Dashboard · AI moodooyinka ku shaqeeya gudaha qalabkaaga · Hub iyo moodooyinka ku habboon · Daruur · Français · Wax ku darso
Xiriirka rasmiga ah: contact.novera.tronabs@gmail.com
Novera bogga rasmiga ah ee bulshada: Facebook · Instagram · TikTok · YouTube · X · Bluesky
La wadaag abuuristaada, moodooyinkaaga, habayntaada, su'aalaha, jawaab celintaada iyo fikradahaaga.
> Turjumaada la caawiyay ee Ingiriisiga README ee ku taariikhaysan 2026-11-03. Dib u eegista afka hooyo wali waa loo baahan yahay. Dukumeentiyada ku xidhan waxay hayaan afkoodii asalka ahaa.
---
## Helitaanka — 2026-11-03
**Novera 1.0.0 waa la heli karaa Windows, Linux, macOS iyo Android.** [Windows x64 / Linux x64](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0) · [Windows ARM64](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-arm64)Xirmooyinka Desktop-ka, labadaba CLI kaydka, saxeexyada iyo muujinta cusboonaysiinta waa dadwaynaha oo la xaqiijiyay.
| Platform | Helitaanka |
| --- | --- |
| Windows x64 | Dadweynaha NSIS rakibe, saxeexay; rakibaadda waddaniga ah iyo beddelka la xaqiijiyay. |
| Linux x64 | Dadweynaha AppImage, cusbooneysiiye saxeexay; rakibaadda waddaniga ah iyo beddelka la xaqiijiyay. |
| Windows x64 / Linux x64 CLI | [Novera CLI](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-cli-novera): `novera.exe` / `novera`, oo leh kanaal casriyeyn oo saxeexan oo go'an. |
| Windows ARM64 | [Dadweynaha NSIS rakibaha](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-arm64), dhalasho ahaan CPU mishiinka qoraalka; rakibidda, beddelka iyo hubinta kanaalka dadweynaha waa la xaqiijiyay. |
| Android ARM64 | [Dadweynuhu wuu saxeexay APK 1.0.0](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-android-1000012), Android 7+, Dufcaddii caadiga ahayd 512. Ilaaliyuhu wuxuu xaqiijinayaa in 1000012 uu ku shaqeeyo telefoonkooda. Xirmo nadiif ah oo aan lahayn wada hadal, moodallo ama API furaha gaarka ah. [Caddayn iyo xaddidid](docs/RELEASE_ANDROID_1.0.0.md). |
| macOS Intel / Apple Silicon | [1.0.0 DMG siidaynta rasmiga ah](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-macos), macOS 13+ Intel / 14+ Apple Silicon; Novera-cusboonaysiinta saxeexay. Aan Apple notay notay; jeegag otomaatig ah ayaa si gaar ah loogu gudbiyay labada qaab-dhismeedka, hubinta muuqaalka dib loo dhigay. [Rakibaadda iyo caddaynta](docs/RELEASE_MACOS_1.0.0.md). |
| iOS | Dhismaha jilbaha gudaha; Saxiixa Apple / bixinta ayaa loo baahan yahay ka hor inta aan la rakibin iPhone. [Dabagal](docs/REPRISE_MACOS_IOS.md). |
| Windows x64 la qaadi karo | [Saxiixday ZIP kaydka](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-portable); xogtu waxay joogtaa Data, saxeex Program beddelka la xaqiijiyay. |
| Web, MSI, Debian | Macaamiisha Web-ka ee lagu martiqaaday iyo qaabab kale waxay ku sii jiraan gudaha; goobta soo bandhigidda Pages waa la heli karaa. |
Mac, ka fur DMG oo koobi Novera Codsiyada. Haddii furitaanka ugu horreeya la xannibo, oggolow Novera gudaha **Habaynta Nidaamka → Qarsoodi & Amniga → Furan si kastaba**. [Tilmaamaha Apple](https://support.apple.com/guide/mac-help/mh40616/mac).
Saxiixa cusbooneysiinta maaha Windows Authenticode ama nootaayorka Apple. Jeegaga nooca hadda ee gacanta ayaa ka gudba kanaalka dadweynaha; Kala-guurka u dhexeeya laba nooc oo dadwayne ayaa weli ah imtixaan sii-dayn ah. [Caddayn iyo xaddidid](docs/LAUNCH_STATUS.md).
Android, taleefoon casri ah oo xasuus ku filan leh ayaa lagula talinayaa moodooyinka maxaliga ah; adeegso bixiye API qalabyo ka awood yar Raadinta shabakadda, macnaha guud ee ugu yaraan **16K calaamadaha (16,384)** ayaa lagula talinayaa, si joogto ah noocyada kala duwan.
**Windows x64 la qaadi karo 1.0.0 waa la heli karaa.** Wadahadalada, habaynta iyo moodooyinka la soo dejiyey waxay ku jiraan gudaha galka la qaadi karo ee hoostiisa `Data`Soo saar kaydka oo dhammaystiran oo bilow `Novera.exe`Xir Novera ka hor inta aanad dhaqaaqin galka ama saarin USB kaydinta. [Tilmaamaha la qaadi karo iyo xaddidaadaha](docs/WINDOWS_PORTABLE.md).
## Hal dashboard ee abuur kasta
Novera kula koraa Tusaalooyinkaaga iyo dejimahaaga ayaa ka caawin kara isticmaalayaasha kale inay helaan habayn ku habboon. La wadaag su'aalaha, arrimaha iyo fikradaha ku saabsan our [Facebook bogga](https://www.facebook.com/profile.php?id=61596114515071) ama by [iimaylka](mailto:contact.novera.tronabs@gmail.com)Haddii ay suurtagal tahay, ku dar nooca Novera, qalabka iyo nooca maxalliga ah/API. Ka saar macluumaadka gaarka ah oo waligaa la wadaagin API furayaasha ama furayaasha sirta ah.
*Real Windows screenshot dalabka oo uu bixiyay haye 1 Noofambar 2026, kaas oo sheegay in codsigu si fiican u shaqeeyo. Waxay muujinaysaa muuqaal muuqaal ah, kontaroolkeeda faylka la kaydiyay iyo dashboardka hal abuurka midaysan; tani ma aha jeesjees.*
Hal gole, shan qaab: **Toos ah / Qoraal / Sawirka / Muusig / Muuqaal** Xakamaynta waxay raacdaa qaabka la doortay: saamiga, xallinta, muddada, cadaynta, tayada, qalabka, erayada, abuur iyo tirada. Ballaca guddida iyo badhamada waxay la qabsadaan daaqadda iyo summada la turjumay.
- **1–10 jiilal isku xiga**, oo ku xidhan 1, oo leh tiro madax banaan oo muuqaal, muusig iyo muuqaal ah. Jooji waxay joojinaysaa hawsha firfircoon iyo safka hadhay.
- **Random, go'an, +1 iyo -1 abuur**, Saamiyada hore loo dhigay ama caadadii iyo ikhtiyaari **Real-ESRGAN ×2/×4** kor u qaadaya oo cabbirkii ugu dambeeyay la soo bandhigay.
- Qaabka la xushay, xusuusta tooska ah, lifaaqyada, tilmaamaha, raadinta webka iyo agabku waxay joogaan isla bar. Qalabku waxay ku xidhan yihiin awoodaha moodeelka iyo gelitaanka la oggolaaday.
## Laga bilaabo bilawga koowaad ilaa natiijooyinka
**Automation-kayagu waxa uu ku xidhaa u diyaargarowga hawsha fulinta dhammaystiran.** Novera waxay qabataa tillaabooyinka farsamo ee loo heli karo qaabaynta la doortay, iyadoo ilaalinaysa kontaroolada horumarsan ee la heli karo.
| Tallaabo | Maxaa Novera gacanta ku haya |
| --- | --- |
| **1. Bilow** | Wuxuu doortaa luqadda nidaamka la taageeray marka ugu horreysa ee la bilaabayo wuxuuna kaydiyaa dookhaaga. Waxay soo bandhigaysaa moodooyinka bilawga ah iyo macluumaadka qalabka waxtarka leh. |
| **2. Diyaari** | Rakibaadda la hagayo waxay bixisaa qoraal, dhejisyo, muuqaal, muusig, muuqaal iyo kor u qaadis. Waxay dib u eegtaa qaybaha, cabbirada iyo meel bannaan oo bannaan ka hor oggolaanshahaaga, ka dib waxay la socotaa soo dejinta horumarka, hakinta/bilaabashada iyo SHA-256 xaqiijinta. |
| **3. Habee** | Waxay diiwaangeliyaan moodooyinka iyo qaybahooda, waxay diyaariyaan muuqaalada la xidhiidha waxayna ka warbixiyaan ku-tiirsanaanta loo baahan yahay. Soo-celinta soo-celinta waxay ka bilaabantaa CPU oo leh CPU/GPU oo la kaydiyay. Muuqaallada muusiga cusub waxay ku beddelan yihiin qaabka qalabka. |
| **4. Faham codsiga 0024 Waxa kale oo aad si cad u dooran kartaa qaabka wax soo saarka iyo qaabka deegaanka ama daruuraha.** | Habka tooska ah wuxuu aqoonsanayaa codsiyada abuurka oo u diraya qoraal, sawir, muusig ama fiidiyow. Waxaad sidoo kale si cad u dooran kartaa habka soo saarista iyo qaab-dhismeed deegaan ama daruur. |
| **5. Fulin** | Xusuusta tooska ah waxay sugtaa shaqo firfircoon, waxay sii daysaa moodooyinka aan loo baahnayn waxayna dib u rartay agabka loo baahan yahay. Taxanaha shaqo ee 1–10 ayaa si habsami leh u socda oo sii daaya agabka ka hor shaqada xigta. Bixiyeyaasha daruuraha ayaa isticmaala koontada la doortay iyo qaabeynta. |
| **6. Soo celi oo dib u isticmaal** | Waxay ku kaydisaa warbaahinta Novera faylalka nidaamka, waxay soo bandhigtaa natiijooyinka iyo waqtiyada la heli karo, ka dibna waxay bixisaa kala duwanaansho, maktabadda, koobiyeynta, dhoofinta ama wadaaga nidaamka. U dirida codsi kale ayaa weli ah ficilkaaga. |
Automation-ku wuxuu daboolaa matoorada isku dhafan iyo socodka shaqada; kama dhigayso nooc kasta oo Hub ah oo la fulin karo. Qalabka, qaybaha rakiban iyo helitaanka adeeg bixiyaha ayaa go'aamiya waxa socon kara. Galalka, faylka beddelaadda iyo amarada qolofka waxay raacaan deeqaha gelitaanka wada hadalka.
[Hagaha isticmaale](docs/USER_GUIDE.md) · [Matoorada iyo ansaxinta](docs/SUIVI_MOTEURS.md) · [Horumarinta](docs/DEVELOPMENT.md)
Ilaha la cusboonaysiiyay, **Habayntu waxay la qabsataa talooyinka mobilada iyo qalabka xaddidan**: LFM3-1.7B Q4, ama LFM3-Omni-2B Q4 oo wata projectorkeeda marka la soo sheego shuruudaha xusuusta iyo matoorka la buuxiyo. Jiilka maxalliga ah ee aan la heli karin waa qarsoodi ama xannibay; Sawirka daruuraha ee habaysan, muusig iyo muuqaal ayaa weli diyaar ah. Hagida Interface waxay dib u isticmaashaa 80 buugaagta luqadaha. Qiyaasahan ayaa wali u baahan tijaabinta qalabka iyo dib u dhiska si loo gaaro codsiyada rakiban.
## Awoodaha isha
Baaritaannada dayactirka ikhtiyaariga ah ayaa hadda kala saaraya dhismooyinka iyo qalabka lagu maamulay guul-darrooyinka iyo sidoo kale JavaScript ka reeban, oggolaansho gaar ah iyo goobo farsamo oo la sifeeyay. Ogeysiis soo saarista iimaylka saacadle ah ayaa loo habeeyey ilaaliye. Khariidadaha isha gaarka ah iyo faahfaahinta digniinta ayaa raacaya [runbook dayactirka](docs/MAINTENANCE.md); Tijaabada rasiidka iimaylka waa la xaqiijiyay, halka calaamada la xaqiijiyay soo raritaanka iyo tijaabinta binary-ga soo socda ay ahaanayaan jeegaga sii deynta
| Aagga | Tilmaamaha |
| --- | --- |
| **Fahamka qoraalka iyo sawirka** | Wada sheekaysiga, lifaaqyada dukumeentiyada, jawaabaha la daawado iyo moodooyinka maxaliga ah ama daruuraha. Aragtidu waxay ku xiran tahay qaabka; fahamka iyo abuurista sawiradu waa awoodo kala duwan. |
| **Sawir** | Abuurista wadahadalka, beerta, saamiyada, xallinta, qaybaha GGUF/Safetensors, faylasha la habaynay Diffusers iyo qaab-dhismeedka asalka ah ee la taageerayo NVFP4 CUDA. |
| **Muusig** | Jiilka maxaliga ah ama daruuraha, muddada, tayada, qalabka ama codadka halka lagu taageerayo, erayada habaysan iyo ciyaaryahan maqal ah. Ikhtiyaarada bixiyayaasha way kala duwan yihiin. |
| **Muuqaal** | Jiilka maxalliga ah ama daruuraha, muddada, tirada qaab-dhismeedka/cadence ee profiles maxalliga ah, saamiga, xallinta iyo ciyaar-fidiyaha. |
| **Raadi iyo qalab** | Raadinta shabakadda, soo-celinta dukumeenti ku-salaysan gundhigga, MCP, goobaha shaqada iyo aaladaha maxalliga ah iyadoo loo eegayo taageerada moodeelka iyo gelitaanka la oggolaaday. |
| **Natiijooyinka iyo wadaaga** | Maktabada warbaahinta, kala duwanaanshaha, dhoofinta jawaabaha/sheekeysiga, dukumentiyada iyo warbaahinta asalka ah, daabacaadda/PDF iyo wadaaga nidaamka ku tiirsanaanta madal. |
| **Maamulka kheyraadka** | Xusuusta otomaatiga ah waxaa u suurtageliyay default, CPU/GPU dejimaha qaybaha la taageeray iyo profiles-ka gacanta marka agabku ogolaado. |
## AI moodooyinka ku shaqeeya gudaha qalabkaaga
Moodooyinkani waxay sameeyaan qaabaynta hadda la hagayo. Waxaad soo dejin kartaa moodallo kale oo ku habboon ama waxaad bedeli kartaa profiles-yada.
| Doorka | Qaabka / qaybaha la habeeyey |
| --- | --- |
| **Qoraal — moodeelka ugu horreeya** | **Nemotron-3.5-Bolt-E4B**, faylka `Nemotron-3.5-Bolt-E4B-Q4_K_M.gguf`. |
| **Soo celinta dukumeenti** | **Qwen3-Embedding-0.6B Q8_0**, **CPU si caadi ah**, oo leh CPU/GPU oo la badbaadiyay. |
| **Sawir** | **FLUX.2 Klein 4B Q4_K_M**, **Qwen3-4B Q4_K_M** codeer iyo FLUX.2 VAE. |
| **Sawirka - ikhtiyaarka qalabka** | **FLUX.2 Klein 4B NVFP4**, iyada oo loo marayo wadaniga CUDA marka GPU iyo deegaanku ay iswaafaqayaan. |
| **Muusig** | **ACE-Step 1.5 Turbo 2B Q4_K_M**, `acestep-5Hz-lm-1.7B-Q8_0.gguf` qorsheeye, u go'ay Qwen encoder muusiga iyo VAE. |
| **Muuqaal** | **Wan2.1 T2V 1.3B Q4_K_M**, **UMT5-XXL Q4_K_M** codeer iyo Wan 2.1 VAE. |
| **Kor u qaadista** | Ikhtiyaar **Real-ESRGAN ×2 iyo ×4**, oo leh hubinta ku-tiirsanaanta. 0036 |
Koor-qoreeye muusigga Qwen iyo qaab-dhismeedka soo celinta Qwen waa **faylal kala duwan**, si gaar ah loo kaydiyay. Shatiyada moodeelka ayaa weli ah kuwa daabacaadadooda.
[Qoraalka qoraalka ah](web-app/src/constants/text-manifest.json) · [Embeddings](web-app/src/constants/embedding-manifest.json) · [Muusig](web-app/src/constants/music-manifest.json) · [Qaybaha sawirka/muuqaalka](src-tauri/src/core/creation_bundle.rs)
## Daruur bixiyayaasha
**42 profiles bixiyaha** waa la isku daray. **ElevenLabs** hadda waxay ka muuqataa bandhigga oo ay weheliyaan waddooyinka muusigga ee Stability AI, fal iyo Replicate.
| | | |
| --- | --- | --- |
| 
[OpenAI](https://platform.openai.com/docs/models) | 
[Microsoft Azure](https://oai.azure.com/deployments) | 
[Anthropic](https://platform.claude.com/docs/en/models/overview) |
| 
[OpenRouter](https://openrouter.ai/models) | 
[Mistral](https://docs.mistral.ai/models) | 
[Groq](https://console.groq.com/docs/models) |
| 
[xAI](https://docs.x.ai/developers/models) | 
[Google Gemini](https://ai.google.dev/gemini-api/docs/models) | 
[MiniMax](https://platform.minimax.io/docs/api-reference/text-openai-api) |
| 
[Hugging Face](https://huggingface.co/models?pipeline_tag=text-generation&inference_provider=all) | 
[NVIDIA NIM](https://build.nvidia.com/models) | 
[DeepSeek](https://api-docs.deepseek.com/) |
| 
[Kimi · Moonshot AI](https://platform.kimi.ai/docs/models) | 
[Alibaba Cloud · Qwen](https://www.alibabacloud.com/help/en/model-studio/models) | 
[Cerebras](https://inference-docs.cerebras.ai/models/overview) |
| 
[Together AI](https://docs.together.ai/docs/serverless/models) | 
[Fireworks AI](https://docs.fireworks.ai/getting-started/models) | 
[Perplexity](https://docs.perplexity.ai/docs/agent-api/models) |
| 
[Meta AI](https://dev.meta.ai/docs/models) | 
[Cohere](https://docs.cohere.com/docs/models) | 
[Z.ai](https://docs.z.ai/guides/llm/glm-5.3) |
| 
[AI21 Labs](https://docs.ai21.com/docs/jamba-foundation-models) | 
[BytePlus · ByteDance](https://docs.byteplus.com/en/docs/modelark/model-parameter-support) | 
[Baidu Qianfan](https://cloud.baidu.com/doc/qianfan/s/rmh4stp0j) |
| 
[Tencent TokenHub](https://cloud.tencent.com/document/product/1823/130078) | 
[Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/inference-chat-completions.html) | 
[IBM watsonx](https://www.ibm.com/docs/en/watsonx/saas?topic=preview-inferencing-gateway-models) |
| 
[ElevenLabs](https://elevenlabs.io/docs/api-reference/music/compose) | 
[Black Forest Labs](https://docs.bfl.ai/quick_start/generating_images) | 
[Stability AI](https://docs.stability.ai/api-reference) |
| 
[Recraft](https://www.recraft.ai/docs/api-reference/agents.md) | 
[Ideogram](https://developer.ideogram.ai/ideogram-api/api-overview) | 
[Adobe Firefly](https://developer.adobe.com/firefly-services/docs/firefly-api/) |
| 
[Runway](https://docs.dev.runwayml.com/api/) | 
[Luma](https://docs.agents.lumalabs.ai/guides/model/) | 
[LTX (Lightricks)](https://docs.ltx.io/models) |
| 
[fal](https://fal.ai/docs/documentation/model-apis/inference/queue) | 
[Replicate](https://replicate.com/docs/reference/http) | 
[Leonardo.Ai](https://docs.leonardo.ai/reference/creategeneration) |
| 
[Krea](https://www.krea.ai/docs/developers/krea-3/overview) | 
[Vidu](https://platform.vidu.com/docs/model-map) | 
[PixVerse](https://docs.platform.pixverse.ai/changelog-2394996m0) |
### Sawir, muusig iyo muuqaal
**20 bixiyayaasha ayaa kashifay dariiqyada jiilka**, leh **49 horudhac: 25 sawirka, 20 muqaal iyo 4 muusig** Wadooyinka muusiga waa **ElevenMusic v2.5**, **Stable Audio 3**, **ACE-Step ilaa fal** iyo **Stable Audio 2.5 ilaa Replicate**.
| Bixiyaha | Waxa ka soo baxay Novera | Moodooyinka buugaagta |
| --- | --- | --- |
| [ElevenLabs](https://elevenlabs.io/docs/api-reference/music/compose) | Muusig | `ElevenMusic v2.5` |
| [Stability AI](https://docs.stability.ai/api-reference/stable-audio/text-to-audio) | Sawir / Muusig | `Stable Audio 3` · `Stable Image Ultra` · `Stable Image Core` |
| [fal](https://fal.ai/models/fal-ai/ace-step/api) | Sawir / Muusig / Muuqaal | `ACE-Step · cloud` · `Pika 2.2 · fal` · `Qwen Image 2512 · fal` · `FLUX.2 Max · fal` · `Kling 3 Pro · fal` · `Kling 3 Standard · fal` |
| [Replicate](https://replicate.com/stability-ai/stable-audio-2.5/api/schema) | Sawir / Muusig | `Stable Audio 2.5 · Replicate` · `FLUX.2 Max · Replicate` |
| [BytePlus · ByteDance](https://docs.byteplus.com/en/docs/ModelArk/image-generation-api) | Sawir / Muuqaal | `Dola Seedream 5 Pro` · `Dreamina Seedance 2.5` |
| [Adobe Firefly](https://developer.adobe.com/firefly-services/docs/firefly-api/api/) | Sawir / Muuqaal | `Adobe Firefly Image 5` · `Adobe Firefly Video` |
| [Google Gemini](https://ai.google.dev/gemini-api/docs/omni) | Sawir / Muuqaal | `Gemini Omni 1.1 Flash` · `Gemini Nano Banana 2.1` |
| [Krea](https://www.krea.ai/docs/developers/krea-3/overview.md) | Sawir | `Krea 3` |
| [Leonardo.Ai](https://docs.leonardo.ai/docs/lucid-origin) | Sawir | `Lucid Origin` · `Krea 2 Turbo · Leonardo` · `Ideogram 3 · Leonardo` |
| [Vidu](https://platform.vidu.com/docs/api-reference/video-models/vidu-q4-preview/image-to-video) | Muuqaal | `Vidu Q4 Preview` · `Vidu Q3 Pro` · `Vidu Q3 Turbo` |
| [OpenAI](https://developers.openai.com/api/docs/guides/image-generation) | Sawir | `GPT Image 2.5 Sunburst` · `GPT Image 2.5 Flare` |
| [xAI](https://docs.x.ai/developers/model-capabilities/imagine) | Sawir / Muuqaal | `Grok Imagine Image 2.0` · `Grok Imagine Video 1.5` · `Grok Imagine Video 1.5 Lite` |
| [Black Forest Labs](https://docs.bfl.ai/quick_start/generating_images) | Sawir | `FLUX.2 [max]` · `FLUX.2 [pro]` · `FLUX.2 [klein] 9B` |
| [Recraft](https://www.recraft.ai/docs/api-reference/agents.md) | Sawir | `Recraft V4.1` · `Recraft V4.1 Flash` · `Recraft V4.1 Pro` |
| [Ideogram](https://developer.ideogram.ai/ideogram-api/api-overview) | Sawir | `Ideogram 4.5` |
| [Runway](https://docs.dev.runwayml.com/api/) | Muuqaal | `Runway Gen-4.5` |
| [Luma](https://docs.agents.lumalabs.ai/guides/model/) | Sawir / Muuqaal | `Luma Uni-1 Max` · `Luma Uni-1` · `Luma Ray 3.2` |
| [LTX (Lightricks)](https://docs.ltx.io/models) | Muuqaal | `LTX-2.5 Pro` · `LTX-2.5 Fast` |
| [MiniMax](https://platform.minimax.io/docs/api-reference/video-generation-v2-create) | Sawir / Muuqaal | `MiniMax H3 Max` · `MiniMax H3` · `MiniMax H3 Highspeed` · `MiniMax Image-01` |
| [PixVerse](https://docs.platform.pixverse.ai/changelog-2394996m0) | Muuqaal | `PixVerse V6 Max` · `PixVerse V6` |
Tus qoraalka iyo qaabka aragga liisaska xulasha ee bixiye
| Bixiyaha | Aqoonsiga moodeelka ee lagu bixiyo isha |
| --- | --- |
| [OpenAI](https://platform.openai.com/docs/models) | `gpt-6.1-sol` · `gpt-6-astra` · `gpt-6-luna` · `gpt-6-sol` |
| [Microsoft Azure](https://oai.azure.com/deployments) | Meel u dhigid ama albaab u gaar ah akoon |
| [Anthropic](https://platform.claude.com/docs/en/models/overview) | `claude-sonnet-5-5` · `claude-opus-5-5` · `claude-fable-5-1` · `claude-haiku-5-5` |
| [OpenRouter](https://openrouter.ai/models) | `moonshotai/kimi-k3.1-pro` · `minimax/minimax-m3.1-flash` · `deepseek/deepseek-v4.1-flash-1017` · `nvidia/nemotron-3.5-super-vl:free` |
| [Mistral](https://docs.mistral.ai/models) | `mistral-large-4` · `mistral-medium-3-5` · `mistral-small-2603` · `ministral-3b-2512` |
| [Groq](https://console.groq.com/docs/models) | `openai/gpt-oss-120b` · `openai/gpt-oss-20b` · `llama-3.3-70b-versatile` · `llama-3.1-8b-instant` |
| [xAI](https://docs.x.ai/developers/models) | `grok-4.7` |
| [Google Gemini](https://ai.google.dev/gemini-api/docs/models) | `gemini-4-argon` · `gemini-3.8-flash` · `gemini-3.6-flash` · `gemini-3.5-flash-lite` |
| [MiniMax](https://platform.minimax.io/docs/api-reference/text-openai-api) | `MiniMax-M3.1-Flash` · `MiniMax-M3` |
| [Hugging Face](https://huggingface.co/models?pipeline_tag=text-generation&inference_provider=all) | `deepseek-ai/DeepSeek-V4.1-Flash-1017` · `Qwen/Qwen3.8-27B` · `moonshotai/Kimi-K3` · `zai-org/GLM-5.3` |
| [NVIDIA NIM](https://build.nvidia.com/models) | `minimaxai/minimax-m3.1-flash` · `deepseek-ai/deepseek-v4.1-flash` · `nvidia/nemotron-3.5-super-vl-120b-a12b` · `nvidia/nemotron-3.5-lightning-30b-a3b` · `z-ai/glm-5.3` |
| [DeepSeek](https://api-docs.deepseek.com/) | `deepseek-flash` · `deepseek-v4-pro` |
| [Kimi · Moonshot AI](https://platform.kimi.ai/docs/models) | `kimi-k3.1-pro` · `kimi-k3.1-pro-highspeed` · `kimi-k3` |
| [Alibaba Cloud · Qwen](https://www.alibabacloud.com/help/en/model-studio/models) | `qwen3.8-max` · `qwen3.7-plus` · `qwen3.8-flash` |
| [Cerebras](https://inference-docs.cerebras.ai/models/overview) | `qwen-3.8-27b` · `gpt-oss-120b` |
| [Together AI](https://docs.together.ai/docs/serverless/models) | `deepseek-ai/DeepSeek-V4.1-Flash-1017` · `moonshotai/Kimi-K3` · `Qwen/Qwen3.8-Flash` · `Qwen/Qwen3.8-2.4T-A95B` |
| [Fireworks AI](https://docs.fireworks.ai/getting-started/models) | `accounts/fireworks/models/deepseek-v4p1-flash-1017` · `accounts/fireworks/models/kimi-k3` · `accounts/fireworks/models/minimax-m3` |
| [Perplexity](https://docs.perplexity.ai/docs/agent-api/models) | `perplexity/sonar` · `openai/gpt-6.1-sol` · `google/gemini-4-argon` · `perplexity/kimi-k3` |
| [Meta AI](https://dev.meta.ai/docs/models) | `muse-wonder-1.0` · `muse-spark-1.3` |
| [Cohere](https://docs.cohere.com/docs/models) | `command-a-plus-05-2026` |
| [Z.ai](https://docs.z.ai/guides/llm/glm-5.3) | `glm-5.3` · `glm-5.3-flash` · `glm-5.3-flashx` |
| [AI21 Labs](https://docs.ai21.com/docs/jamba-foundation-models) | `jamba-large` · `jamba-mini-2` |
| [BytePlus · ByteDance](https://docs.byteplus.com/en/docs/modelark/model-parameter-support) | `dola-seed-2-1-turbo-260628` |
| [Baidu Qianfan](https://cloud.baidu.com/doc/qianfan/s/rmh4stp0j) | `ernie-5.1` |
| [Tencent TokenHub](https://cloud.tencent.com/document/product/1823/130078) | `hy4-preview` |
| [Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/inference-chat-completions.html) | `openai.gpt-6.1-sol` |
| [IBM watsonx](https://www.ibm.com/docs/en/watsonx/saas?topic=preview-inferencing-gateway-models) | Meel u dhigid ama albaab u gaar ah akoon |
Alaabta lagu hubiyay halka laga keenay **29 Oktoobar 2026** Magacyadani waxay sifeynayaan Novera presets, aan dammaanad qaadin gelitaanka akoon kasta. Kataloogyada fogfog, gobollada, shatiyada, kootada iyo biilasha ayaa weli ah kuwo u gaar ah bixiyaha. Qoraallada iswaafaqaya waxay dib u cusbooneysiin karaan buug-gacmeedkooda; Azure iyo albaabada qaar ayaa isticmaala xisaabaadka. Qandaraasyada daruurtu waxay leeyihiin imtixaanno la isku daray; Jiil lacag bixin ah looma samayn cusboonaysiinta bandhiggan.
[Buug-yaraha warbaahinta](web-app/src/constants/mediaProviders.ts) · [Qaababka qoraalka/aragtida](web-app/src/constants/cloudModels.ts) · [Habaynta daruuraha](docs/USER_GUIDE.md#cloud) · [Astaamaha caddaynta](docs/DEVELOPMENT.md#logos)
## Hub iyo moodooyinka ku habboon
**GGUF, heerka iyo tirada Safetensors, ONNX, iyo MLX**: ku baadho moodooyinka hawl ahaan oo dooro noocyo ku habboon mishiinka iyo qalabkaaga.
| Qoyska | Taageerada isha | Shuruudaha |
| --- | --- | --- |
| **GGUF** | Jiilka qoraalka ilaa llama.cpp; qaybaha sawirka iyo muuqaalka ee profiles la taageeray. | Naqshad uu aqoonsaday matoorka la isku daray. |
| **Kala baxa GGUF** | Hal nooc oo taxane ah oo dhammaystiran, cabbir la soo koobay, dhammaan-shard soo dejineed iyo cabbir/SHA-256/baaritaannada madaxa. | Magacyada caadiga ah ee nambarada leh; soo dejinta 500 GB macnaheedu maaha in moodelku ku habboon yahay kan PC. |
| **Heerka Safetensors** | Ku buuxi faylalka Transformers, qoraalka sababta CPU ama NVIDIA CUDA. | Habaynta, tokenizer iyo jeex kasta oo loo baahan yahay. |
| **ONNX Runtime** | Soo dejinta maxalliga ah ee garaafyada nambarada/bool oo la diyaariyey GenAI dhoofinta qoraalka ah. | Galka dhamaystiran ee la ansixiyay; Hawsha-gaar-gaar-u-samaynta/ka-hortagga ka-hortagga ayaa loo baahan yahay; [dejinta iyo xadka](onnx-server/README.md). |
| **LoRA / PEFT adabtarada** | Soo deji saldhig dhamaystiran oo leh adabtarro maxalli ah oo gooni ah oo ku jira Safetensors bixiyaha. | Sababta aan la qiyaasi karin Transformers saldhigga, aqoonsiga iswaafajinta, jeegaga teensorka iyo qiyaasta xusuusta wadarta; [dejinta iyo xadka](transformers-server/README.md#local-lora--peft-adapters). |
| **FP8 LLM / ModelOpt** | Dhaladka CUDA fulinta ee cufan Llama/Qwen2/Qwen3 per-tensor FP8 dhoofinta | Hubinta dhismaha/tensor iyo baaritaanka kernel dhabta ah; [dejinta iyo xadka](transformers-server/README.md#modelopt-fp8-and-nvfp4-llms). |
| **NVFP4 LLM / ModelOpt** | Baakad-16 FP4 saadaasha ilaa hooyo CUDA GEMMs; ka soocan sawirka NVFP4. | Ku habboon Blackwell GPU, cabbirada la taageeray iyo dhoofinta kernel-ka dhabta ah; moodallo tijaabo oo aan la tababarin ayaa lagu tijaabiyay RTX 5070. |
| **AWQ** | 4-bit GEMM isbaarooyinka moodeelka oo aan la isku darin. | NVIDIA CUDA iyo GPTQModel/Transformers raridayaal ah. |
| **GPTQ** | Habaynta 2/3/4/8-bit, qaab-dhismeedka gptq/gptq_v2. | NVIDIA CUDA, GPTQModel iyo Optimum; fulinta dhabta ah lagu tijaabiyay 4 bits. |
| **bitsandbytes** | 4-bit NF4/FP4 ama 8-bit INT8. | NVIDIA CUDA iyo ku tiirsanaanta ikhtiyaariga ah; dhabta ah NF4 iyo INT8 imtixaanada. |
| **EXL3** | Buuxi tirada Safetensors faylalka moodeelka ah ee lagu shubay ExLlamaV3; Jiilka dhabta ah ee leh CUDA waa la tijaabiyay. | NVIDIA GPU, kala Python 3.12 deegaan iyo qaab dhismeedka ku haboon; Maya CPU dib u dhac. |
| **EXL2** | u go'ay ExLlamaV2 xamuulka; daawashada, baabiinta iyo soo dejinta ayaa lagu tijaabiyay GPU. | CUDA fiiro gaar ah waa in si cad loogu xusho kaydka software-ka ee la tijaabiyay; isbaarada nooca oo dhamaystiran iyo VRAM ayaa loo baahan yahay. |
| **MLX** | Moodooyinka ku habboon Apple Silicon. | MLX engine iyo madal la taageeray. |
Hubku hadda waa biinanka **LFM3-1.7B** sida LiquidAI talobixinteeda qaabaynta ku haboon, oo leh Q4_K_M, Q6_K iyo Q8_0 kala duwanaansho. Qaabka ugu horreeya ee orodku wuxuu ahaanayaa kan ku taxan qaabaynta la hagayo ee sare.
Ka sifee soo dejinta miisaanka **hoos 1 GB ilaa 500 GB iyo wixii ka sareeya**, ka dibna u kala sooc qalab ku habboon, cabbirka, soo-dhawaynta ama soo dejinta. Natiijooyinka si tartiib tartiib ah ayey u korayaan; filtarrada ayaa lagu dabaqaa moodooyinka la keenay iyo kala duwanaanshahooda caadiga ah. Talada xasuustu waxay isticmaashaa RAM/VRAM, macnaha guud iyo qaybaha wehelka, iyada oo aan laba-tirin la wadaagin xusuusta GPU.
AWQ 4-bit, GPTQ 4-bit, NF4 iyo INT8 waxay si gaar ah u soo saareen qoraal oo ku jira RTX 5070 Laptop iyagoo isticmaalaya qaab-dhismeedyo yaryar oo aan la tababarin oo si toos ah loo sameeyay. Tani waxay xaqiijinaysaa soo gelinta iyo fulinta, ma aha tayada ama waxqabadka qaab-dhismeed kasta. **Kordhintaani waxay ku jiraan isha: dib u dhiska iyo ku-tiirsanaanta waafaqsan ayaa loo baahan yahay; Cusboonaysiintan README ma cusboonaysiiso binary rakiban.**
**Lagu qiyaasay RTX 5070 Laptop:** Qwen2.5-0.5B-Instruct, macnaha guud 2,048, degdeg 272 calaamado, 128 calaamado la sameeyay, shan orod oo diirran: dhexdhexaadiyaha **GGUF Q4_K_M 402.7 tokens/s · EXL3 4 bpw 312.5 · EXL2 4 bpw 146.9** Wax faa'iido xawaare ka badan GGUF laguma muujin halkan. Tiro-samaynta/kala-soocidda way kala duwan tahay, iyo EXL3 waxay ku guul-darreysteen hal tijaabo xisaabeed oo fudud; Natiijooyinkani maahan xawaare guud ama qiimeynta tayada. [Cabbiraad buuxa iyo xaddidid](deliverables/exllama-2026-10-30/validation.md).
**TabbyAPI** waa xiriir server ah oo ikhtiyaari ah, si gaar ah loo maamulo oo ula jaanqaadaya OpenAI, oo si toos ah loo xiray. Waxaa la tijaabiyay helitaanka iyo soo-dhigga qaab-dhismeedka EXL3 ee lagu xaqiijiyay. Jidka deegaanka ee la maamulo ExLlama wuxuu iska ilaaliyaa. [ExLlama dejinta iyo TabbyAPI](transformers-server/README.md#exl3-first-exl2-second--nvidia-execution).
Nooca caadiga ah ee qalabka-la-qabsiga ah wuxuu jecel yahay sii-deynta cusub ee isla waafaqid iyo heerka xusuusta la heli karo. Moodooyinka la rakibay si toos ah looma beddelo.
[La tiriyey Safetensors dejinta](transformers-server/README.md#quantized-safetensors--source-integration-29-october-2026) · [Qaababka, mudnaanta iyo ansixinta](docs/SUIVI_MOTEURS.md)
Ilaha la cusboonaysiiyay ayaa ku daray **Qaybaha la maareeyay ee ikhtiyaarka ah ee Qaabaynta Windows x64**: Deegaan Python gaar ah, ku dhejiyay CPU/CUDA profiles, qiyaasaha iyo xaqiijinta ka hor inta aan la soo dejin, xaqiijinta, hagaajinta iyo saarista. Dariiqooyinka turjubaanka gaarka ah waxay ku hoos jiraan doorashooyin horumarsan. Dhaladka GGUF matoorada ayaa ilaalinaya qaybahooda jira; mobilka iyo daruurtu ma soo dejiyaan desktop Python/PyTorch. Saddex gaar ah oo CPU / Dhoofinta profiles ayaa lagu leyliyey qalab synthetic oo dhab ah; Ilaaliyuhu waxa uu ka warbixiyaa isticmaalka miis-ka ee guusha leh 1 Noofambar 2026; GPU profiles iyo nadiif-PC rakibaadda weli waxay u baahan tahay xaqiijin gaar ah oo faahfaahsan. [Profile iyo xadka imtixaanka](docs/REPRISE_COMPOSANTS_GERES_80_LANGUES.md)Ku-xidhka xidhmada EXE dib baa loo dhigay.
## 80 luqadaha is dhexgalka iyo kala duwanaanta
**Dhammaan 80 buugaagta waxay daboolayaan furayaasha Ingiriisiga hadda 2,429** guud ahaan 15 magacyada, oo ay ku jiraan menus, habayn, dejin, caawimo iyo kontaroolada warbaahinta. Foomamka jamac iyo jihada isku xidhka ayaa raacaya luqadda la doortay. Jawaabta iyo luqadaha codku waxay si gooni ah ugu xiran yihiin moodeelka.
Daboolistan farsamo ma caddaynayso tayada luqadda: **dib u eegis wadaniga ah iyo la qabsiga gobolka ayaa ah lama huraan** Ka eeg calaamadaha asalka ah iyo xadka la yaqaan ee ku yaal [hagaha luqadda](docs/LANGUAGES.md) iyo [warbixin xisaabeedka](deliverables/interface-audit-2026-10-29/RAPPORT.md).
## Caawinta dadka, qayb kasta
Marka laga soo tago dugsiga iyo waxbarashada, hamigayagu waa inaan dadka ka caawinno inay wax bartaan, xaliyaan mashaakilaadka, abuuritaanka iyo horumarinta mashaariicda waxtarka leh ee adduunka oo dhan. Novera ujeedadeedu waa in AI laga dhigo horumar si fudud loo fahmi karo loona isticmaalo luuqadaha oo dhan, heerar khibradeed iyo qalab la heli karo.
| Qaybaha aan rabno inaan caawino horumarinta | Tusaalooyinka wax ku biirinta waxtarka leh |
| --- | --- |
| Dugsiyada, waxbarashada iyo waxbarashada nolosha oo dhan | Sharax fikradaha, la qabsiga agabka waxbarashada iyo taageer macalimiinta, ardayda iyo qoysaska. |
| Cilmi-baadhis, saynis iyo meel bannaan | Baadh suugaanta, sharax hababka, falanqaynta xogta oo wadaag aqoonta. |
| Caafimaadka, daryeelka iyo taageerada bulshada | Ka dhig macluumaadka mid sahlan in la fahmo oo la taageero cilmi-baarista iyo socodka shaqada ee xirfadleyda. |
| Beeraha, cuntada iyo bulshooyinka reer miyiga ah | La wadaag aqoonta wax ku oolka ah, taageer qorshaynta iyo horumarinta qalabka waxtarka leh ee maxaliga ah. |
| Deegaanka, cimilada, biyaha iyo noolaha | Sharax caddaynta, taageer indho-indhaynta oo caawi bulshooyinka qorshaynta mashaariicda. |
| Tamarta, warshadaha, dhismaha iyo farsamada gacanta | Dukumentiyada taageerada, naqshadaynta, dayactirka, barashada farsamada iyo horumarinta habka. |
| Ganacsiga, ganacsiga, maaliyadda iyo shaqada | Caawi habaynta shaqada, fahamka macluumaadka, horumarinta mashaariicda oo baro xirfado xirfadeed. |
| Adeegyada dadweynaha, sharciga iyo ka qaybgalka bulshada | Ka dhig dukumeentiyada iyo nidaamyada si sahlan loo fahmi karo macluumaadkana si sahlan u geli |
| Xisaabinta, amniga internetka, robotics iyo isgaarsiinta | Caawi horumarinta software-ka, fahamka nidaamyada oo dhis qalab waxtar leh. |
| Fanka, dhaqanka, warbaahinta, luqadaha iyo hidaha | Taageer qoraal, tarjumaad, sawirro, muuqaal, mashruucyo hal abuur leh iyo wadaag dhaqameed. |
| Gaadiidka, saadka, dalxiiska, ciyaaraha iyo nolosha bulshada | Ka caawinta qorsheynta, isgaarsiinta, waxbarashada iyo dadaallada maxalliga ah. |
| Helitaanka, shaqada bani'aadamnimada iyo nolol maalmeedka | Yaree caqabadaha luqadda iyo aqoonta oo dadka ku taageer caawimo la taaban karo. |
Kuwani waa tilmaamo loogu talagalay wax ku biirinta iyo horumarinta, ma aha sheegasho ah in codsi kasta oo waaxda gaarka ah mar hore la keenay ama la ansixiyay. Waxaan rabnaa hagitaan sahlan oo loogu talagalay isticmaalka maalinlaha ah, doorashooyin horumarsan oo cad marka loo baahdo, qalabka hufan iyo shuruudaha daruuriga, iyo iskaashiga dadka yaqaan goob kasta iyo xaaladda deegaanka.
## Heerka mashruuca
**Novera 1.0.0 waa la heli karaa Windows, Linux, macOS iyo Android.** Sawirku wuxuu muujinayaa Windows codsi uu ku ururiyay maxalli ah ilaaliye. Isbeddellada isha, imtixaannada la beegsanayo iyo xaqiijinta qalabka si gaar ah ayaa loo diiwaangeliyey; tani ma xaqiijinayso nooc kasta, madal ama akoon kasta.
Buug-gacmeedka GitHub Actions dhismooyin ayaa loo oggolaaday dhammaan kow iyo tobanka nooc ee qaybinta. Lasoco [dhis natiijooyinka iyo soo dejinta musharraxiinta la xaqiijiyay](docs/CI_DISTRIBUTIONS.md); helitaanku si gaar ah ayaa loogu duubayaa goob kasta. Musharixiintu way ka duwan yihiin siidaynta wax soo saarka ee saxeexan. Shuruudaha qaybinta waxaa lagu qeexay [siyaasadda siidaynta rasmiga ah](OFFICIAL_RELEASES.md) iyo [bogga sii daynta](https://github.com/TRON-ABS/Novera/releases)Musharrixiinta naafada ah ee cusub ayaa hadda jira. Siidaynta dadweynuhu waxay u baahan tahay hab casriyeyn oo la xaqiijiyay; [Saxeexa saxeexa miiska iyo shuruudaha bilaabista soo hadhay waa la diiwaangeliyay](docs/LAUNCH_STATUS.md).
## Dukumeenti iyo tabarucaad
- [Tilmaamaha isticmaalaha oo faahfaahsan](docs/USER_GUIDE.md), [badeecada iyo macluumaadka isticmaalaha xeerarka dahabiga ah (Faransiiska)](docs/REGLES_D_OR.md), [moodooyinka iyo matoorada](docs/SUIVI_MOTEURS.md).
- [Horumarinta](docs/DEVELOPMENT.md), [dhis oo sii dayn hagaha](docs/BUILD_AND_RELEASE.md), [noocyada mustaqbalka iyo diyaarinta cusboonaysiinta](docs/FUTURES_VERSIONS.md).
- [Dashboardka mashruuca](TABLEAU_DE_BORD_NOVERA.md), [khariidad waddo](ROADMAP.md), [isbedel](docs/CHANGELOG.md).
- [Wax ku biirinta](CONTRIBUTING.md): code, imtixaano, dib u eegis hooyo oo dhan 80 luqadood iyo jawaab celinta socodka shaqada dhabta ah.
## Aqoonsiga iyo shatiga
Novera waxaa ilaaliya **TRON-ABS** gudaha [kaydkan](https://github.com/TRON-ABS/Novera)Eeg [siyaasadda aqoonsiga](BRANDING.md) iyo [siyaasadda siidaynta rasmiga ah](OFFICIAL_RELEASES.md).
Novera wuu ku dhisan yahay [Jan](https://github.com/janhq/jan), waxaa sameeyay Menlo Research iyo wax ku darsaday. Sifooyinka asalka ah iyo kuwa saddexaad iyo kuwa [Apache 2.0 shatiga](LICENSE) waa la hayaa. Jan soodejintu maaha Novera
## Taageer Novera
Cilmi-baare madax-bannaan ahaan, waan ogahay sida maalgelin la'aantu ay u adkeyn karto raadinta cilmi-baarista.
Haddii aad jeclaan lahayd inaad ka mid noqoto Novera tacaburka, waxaad ku taageeri kartaa cilmi-baaristayda iyo horumarinta mashruuca tabarucaad bitcoin ikhtiyaari ah.
Waad ku mahadsan tahay qof walba taageeradaada, wax ku biirintaada, jawaab celintaada iyo dhiirigelintaada. Tilmaan kastaa waxay ku xisaabtamaysaa tacaburtan!
**Bitcoin (BTC) — Bitcoin network**
Ciwaanka helaya: `17TXpB1aBj5DxjwEfM3K44zyqhixRzY78i`
Si aad wax ugu biiriso, ku sawir lambarkan QR boorsadaada ama koobi ka samee ciwaanka kore. Dooro **Bitcoin (BTC), ee shabakada Bitcoin**, ka dibna dooro qaddar kasta oo aad rabto.
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Qof kasta oo safarkiisa ku bilaabaya Novera: ha kuu furto xiisahaagu albaabo cusub, fikradahaagu noloshay u soo baxaan, abuur kastaana wax yar buu ku sii dheereeyaa.
TRON-ABS
Mr Sachet Jean-Marc - Cilmi baare madax-bannaan - Faransiiska
Farshaxanka Aadanaha oo leh AI
Waad ku mahadsan tahay qof kasta oo gacan ka geysta adduun wanaagsan. Wax-soo-saarkooda, shaqadoodii, is-taageeridda iyo aqoonta ay isu gudbiyaan, waxay naga caawiyeen inaan gaarno halka aan maanta joogno.
Waxaan u rajaynaynaa sida ugu wanaagsan mustaqbalka, oo ay la socdaan qof kasta oo sita ruuxan wax wadaaga iyo ka caawinta kuwa kale inay horay u socdaan.
Qalabka horumarinta: 🧠 Codex — GPT-6.1 Sol