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Urasobanura intego yawe. Novera itegura ibikoresho, ikora umurimo kandi itegura ibisubizo.
Umufasha wigenga wa AI na TRON-ABS, kuva yatangizwa bwa mbere kugeza ibisubizo: inyandiko, amashusho, umuziki na videwo mukiganiro kimwe.
Iraboneka kuri Windows, Linux, macOS na Android · Ikinyamakuru cy'interface cy'80 · Abaprovideri b'amashusho by'42 · Ibyo bishobora kubaho by'amashusho by'49 · Apache 2.0
Gukoresha ibintu by'automatisme · Ikibaho · Moderi ya AI ikorera mugikoresho cyawe · Hub hamwe nicyitegererezo · Igicu · Français · Gufasha
Twandikire kumugaragaro: contact.novera.tronabs@gmail.com
Umwirondoro wa Novera yemewe: Facebook · Instagram · TikTok · YouTube · X · Bluesky
Sangira ibyo waremye, icyitegererezo, igenamiterere, ibibazo, ibitekerezo n'ibitekerezo.
> Yafashijwe guhindura icyongereza README yo ku itariki ya 2026-11-03. Gusubiramo ururimi kavukire biracyakenewe. Inyandiko zahujwe zigumana ururimi rwumwimerere.
---
## Kuboneka — 2026-11-03
**Novera 1.0.0 iraboneka kuri Windows, Linux, macOS na 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). Ibikoresho bya desktop, byombi CLI archives, imikono nibigaragaza ivugurura ni rusange kandi biragenzurwa.
| Ihuriro | Kuboneka |
| --- | --- |
| Windows x64 | Gushyira kumugaragaro NSIS, yashyizweho umukono; kwishyiriraho kavukire no gusimbuza byagenzuwe. |
| Linux x64 | AppImage rusange, yashyizweho umukono; kwishyiriraho kavukire no gusimbuza byagenzuwe. |
| Windows x64 / Linux x64 CLI | [Novera CLI](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-cli-novera): `novera.exe` / `novera`, hamwe numuyoboro wabigenewe wasinywe. |
| Windows ARM64 | [Gushyira kumugaragaro NSIS](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-arm64), kavukire ya CPU; kwishyiriraho, gusimbuza no kugenzura imiyoboro rusange yagenzuwe. |
| Android ARM64 | [Yasinywe kumugaragaro APK 1.0.0](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-android-1000012), Android 7 +, icyiciro cyambere 512. Kubungabunga yemeza kubaka 1000012 ikora kuri terefone yabo. Sukura paki idafite ibiganiro, icyitegererezo cyangwa urufunguzo rwa API. [Ibimenyetso n'imbibi](docs/RELEASE_ANDROID_1.0.0.md). |
| macOS Intel / Apple Silicon | [1.0.0 DMG irekurwa](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-macos), macOS 13 + Intel / 14 + Apple Silicon; Novera yashyizweho umukono. Ntabwo ari noteri; cheque yikora yatambutse ukwayo kububiko bwombi, kugenzura amashusho yatinze. [Kwishyiriraho ibimenyetso](docs/RELEASE_MACOS_1.0.0.md). |
| iOS | Kwigana imbere imbere; Isinya rya Apple / gutanga birasabwa mbere yo gushiraho iPhone. [Gukurikirana](docs/REPRISE_MACOS_IOS.md). |
| Windows x64 igendanwa | [Yasinywe ububiko bwa ZIP](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-portable); amakuru aguma muri Data, yasinywe na Program yasimbuwe. |
| Urubuga, MSI, Debian | Urubuga rwakiriwe nabakiriya nubundi buryo buguma imbere; Urubuga rwo kwerekana Pages rurahari. |
Kuri Mac, fungura DMG hanyuma wandukure Novera muri Porogaramu. Niba itangizwa ryambere ryahagaritswe, emera Novera muri **Igenamiterere rya sisitemu → Ibanga & Umutekano → Fungura uko byagenda kose**. [Amabwiriza ya Apple](https://support.apple.com/guide/mac-help/mh40616/mac).
Umukono wo kuvugurura ntabwo ari Windows Authenticode cyangwa noteri wa Apple. Intoki igezweho-verisiyo igenzura kunyura kumuyoboro rusange; inzibacyuho hagati yuburyo bubiri rusange ikomeza kuba ikizamini-gisohoka. [Ibimenyetso n'imbibi](docs/LAUNCH_STATUS.md).
Kuri Android, terefone igezweho ifite ububiko buhagije irasabwa moderi zaho; koresha API itanga kubikoresho bidafite imbaraga. Kurubuga, ibisobanuro byibuze **Ibimenyetso bya 16K (16,384)** birasabwa, buri gihe muri verisiyo.
**Windows x64 igendanwa 1.0.0 irahari.** Ibiganiro, igenamiterere hamwe na moderi yakuweho guma imbere mububiko bworoshye munsi `Data`. Kuramo ububiko bwuzuye hanyuma utangire `Novera.exe`. Funga Novera mbere yo kwimura ububiko cyangwa gusohora ububiko bwa USB. [Imiyoboro igendanwa kandi igarukira](docs/WINDOWS_PORTABLE.md).
## Ikibaho kimwe kuri buri kiremwa
Novera ikura hamwe nawe. Ingero zawe nigenamiterere birashobora gufasha abandi bakoresha kubona uburyo bukwiye. Sangira ibibazo, ibibazo n'ibitekerezo kuri twe [Urupapuro rwa Facebook](https://www.facebook.com/profile.php?id=61596114515071) cyangwa na [imeri](mailto:contact.novera.tronabs@gmail.com). Niba byoroshye, nyandika ingano ya Novera, ikoranabuhanga, n'ikoreshwa cy'ibanze/API. Hagarika amakuru y'umuntu kandi nta gihe utangaje ibikoresho by'API cyangwa amasezerano.
*Ishusho ya Windows yerekana amashusho yatanzwe nuwayibitse kuri 1 Ugushyingo 2026, utangaza ko porogaramu ikora neza. Yerekana ahantu nyaburanga, ibitse-dosiye igenzura hamwe nububiko bumwe bwo kurema; ibi ntabwo ari ugusebanya.*
Umwanya umwe, uburyo butanu: **Byikora / Inyandiko / Ishusho / Umuziki / Video**. Igenzura rikurikiza uburyo bwatoranijwe: igipimo, gukemura, igihe bimara, cadence, ubuziranenge, ibikoresho, amagambo, imbuto ninshi. Ubugari bwa paneli na buto bihuza nidirishya hamwe nibirango byahinduwe.
- **1 - 10 ibisekuruza bikurikirana**, usanzwe kuri 1, hamwe numubare wigenga kumashusho, umuziki na videwo. Hagarika guhagarika umurimo ukora n'umurongo usigaye.
- **Imbuto zisanzwe, zihamye, + 1 na −1**, guteganya cyangwa kugereranya ibicuruzwa no kubishaka **Real-ESRGAN ×2/×4** kuzamuka hamwe nubunini bwanyuma bwerekanwe.
- Icyitegererezo cyatoranijwe, ububiko bwikora, imigereka, amabwiriza, gushakisha urubuga nibikoresho biguma kumurongo umwe. Ibikoresho biterwa nubushobozi bwikitegererezo kandi byemewe.
## Kuva mugitangira cyambere kugeza ibisubizo
**Automatic yacu ihuza imyiteguro nibikorwa byuzuye byo gukora.** Novera ikora intambwe ya tekiniki iboneka kuboneza ryatoranijwe, mugihe igenzura ryambere ryagerwaho.
| Intambwe | Ibyo Novera ikora |
| --- | --- |
| **1. Tangira** | Hitamo ururimi rwa sisitemu rushyigikiwe mugitangira cyambere kandi ikiza ibyo ukunda. Yerekana intangiriro yo gutangiza amakuru yingirakamaro. |
| **2. Itegure** | Kwishyiriraho kuyobora bitanga inyandiko, gushushanya, ishusho, umuziki, amashusho no kuzamuka. Ireba ibice, ingano n'umwanya wubusa mbere yo kubyemererwa, hanyuma ikurikirana ibikururwa hamwe niterambere, guhagarara / gusubiramo no kugenzura SHA-256. |
| **3. Hindura** | Andika ibyitegererezo nibigize, itegura imyirondoro ijyanye na raporo zisabwa zishingiye. Kwinjiza ibintu bitangirira kuri CPU hamwe na CPU/GPU wabitswe. Umwirondoro mushya wumuziki usanzwe muburyo bwibikoresho. |
| **4. Sobanukirwa icyifuzo** | Inzira yimodoka yamenyekanye ibyifuzo byo guhanga inyandiko, ishusho, umuziki cyangwa amashusho. Urashobora kandi guhitamo neza ibyasohotse nuburyo bwaho cyangwa igicu. |
| **5. Gukorwa** | Amemori y'automatisme itanga igihe cyo gukora, itanga ibikoresho bitagomba kandi itangira ubufasha bw'ibintu by'ibanze. Icyo cy'uburoshiro cy'1–10 gikorwa mu buryo bw'ibanze kandi gitanga ibikoresho mbere y'uburoshiro buganze. Abaprovideri b'amashusho bakoresha konti n'uburyo bw'ibanze bw'ibyo byashyizweho. |
| **6. Gukoresha no gukoresha** | Ihagarika amashusho mu byo by'ibanze by'Novera, gishyira mu mibereho n'ibindi gihe cyo gukoresha, hanyuma gitanga ibindi byo gukoresha, inyandiko, gukopya, gushyira mu buryo bw'ibanze cyangwa gushyira mu byo by'ibanze. Gushyira mu bikorwa by'indi application ni ikorwa cyawe. |
Automation ikubiyemo moteri ihuriweho hamwe nakazi keza; ntabwo ituma buri moderi ya Hub ikorwa. Ibyuma, ibikoresho byashizwemo hamwe nababitanga bigena ibishobora gukora. Ububiko, dosiye ihinduka hamwe nigikonoshwa gikurikiza inkunga yo kuganira.
[Umuyobozi w'abakoresha](docs/USER_GUIDE.md) · [Moteri no kwemeza](docs/SUIVI_MOTEURS.md) · [Iterambere](docs/DEVELOPMENT.md)
Mu masoko agezweho, **Ibyo bishobora kubaho bigakoresha ibitekerezo byayo ku by'ibanze n'ibikoresho by'ibanze**: LFM3-1.7B Q4, cyangwa LFM3-Omni-2B Q4 n'ikoreshwa cyo'ibyo byashyizweho iyo amemori n'ibyo byo mu makina byashyizweho. Icyo cyo'gukora mu byo by'ibanze ntishobora kubonwa cyangwa gushyirwaho; amashusho, ingoma n'amashusho y'ibanze yashyizweho zishobora kubaho. Icyemezo cy'interface gitangira gukoresha ibikoresho by'ubugeni by'80. Ibyo bishobora kubaho by'ibyo bishobora kubaho bitakaza gukoresha ikoranabuhanga ry'ikoranabuhanga n'uburyo bwo gukoresha ibikoresho by'ibanze.
## Ubushobozi mu isoko
Isuzumabumenyi ryitondewe ryitondewe noneho ritandukanya ibyubatswe nibikoresho byakemuwe kimwe na JavaScript, hamwe no kubyemererwa gutandukanye hamwe nubuhanga bwa tekinike. Isaha yo gukora buri saha imenyesha ryashyizweho kubashinzwe kubungabunga. Ikarita yumuntu wigenga hamwe nibisobanuro birambuye ukurikire [igitabo cyo kubungabunga](docs/MAINTENANCE.md); kwemera ikirere cy'email cyo gukora cyemejwe, mu gihe cyo gushyira mu bikorwa ibikoresho by'amashusho n'ubushakashatsi mu binary ya mbere ni ibyo by'uburyo bwo gushyira mu bikorwa.
| Icyo cy'ibanze | Ibiranga |
| --- | --- |
| **Gusobanukirwa inyandiko no gushushanya** | Icyemezo, ibikoresho by'ibanga, ibisubizo by'ubufasha n'ibikoresho by'ibanze cyangwa by'amashusho. Ubwitonzi buhura n'ikoreshwa; kumenya no gushyira amashusho ni ubushobozi butandukanye. |
| **Ishusho** | Gukora mu gihe cyo guha amakuru, seeds, iby'uburyo, ubwitonzi, ibice by'GGUF/Safetensors, ibyo bishobora kubaho by'Diffusers byashyizweho, n'ikoreshwa cy'ibanze cy'NVFP4 CUDA cyashyizweho |
| **Umuziki** | Gukora mu mwanya cyangwa mu gihugu, igihe, ubuzima, ibikoresho by'instrumental cyangwa iby'vocals aho bishoboka, ibitekerezo by'structured kandi hari umukoresha w'audio. Inzira z'ubutumwa zikabaho zitandukanye. |
| **Video** | Gukora mu mwanya cyangwa mu gihugu, igihe, inyandiko z'amashusho/cadence ku mibare y'ibikorwa by'local, iby'ratios, ubuzima kandi hari umukoresha w'video. |
| **Gushora n'ibikoresho** | Gushora kuri web, gukoresha iby'embedding mu gukoresha amakuru, MCP, workspaces n'ibikoresho by'local cyangwa by'local bitewe n'ubwoko bw'model n'uburenganzira bwizwe. |
| **Inzuzo n'ubushyirwaho** | Icy'media library, iby'variants, ibikoresho by'response/conversation, amakuru n'ibindi by'media by'original, gushushanya/PDF n'ubushyirwaho bw'system by'bitewe n'icy'platform. |
| **Guteza umubare w'ibintu by'resource** | Imemori y'automatic y'y'imbere, ibikoresho by'CPU/GPU ku by'components by'supporte n'ibikoresho by'manual iyo ibintu by'resource by'bishoboka. |
## Moderi ya AI ikorera mugikoresho cyawe
Iby'models iyi bivuga cy'icyo cy'configuration cy'guided cy'ubu. Ushobora gushyira mu mwanya iby'models by'compatible byangwa cyangwa ugahindura iby'profiles.
| Urugero (Role) | Icyitegererezo / ibice bigize ibice |
| --- | --- |
| **Inyandiko - icyitegererezo cyambere** | **Nemotron-3.5-Bolt-E4B**, dosiye `Nemotron-3.5-Bolt-E4B-Q4_K_M.gguf`. |
| **Gushakisha inyandiko** | **Qwen3-Embedding-0.6B Q8_0**, **CPU muburyo budasanzwe**, hamwe na CPU/GPU yakijijwe. |
| **Ishusho** | **FLUX.2 Klein 4B Q4_K_M**, **Qwen3-4B Q4_K_M** kodegisi hamwe na FLUX.2 VAE. |
| **Ishusho - amahitamo yibikoresho** | **FLUX.2 Klein 4B NVFP4**, unyuze munzira CUDA kavukire iyo GPU nibidukikije birahuye. |
| **Umuziki** | **ACE-Step 1.5 Turbo 2B Q4_K_M**, `acestep-5Hz-lm-1.7B-Q8_0.gguf` umutegura, yihariye Qwen encoder yumuziki na VAE. |
| **Video** | **Wan2.1 T2V 1.3B Q4_K_M**, **UMT5-XXL Q4_K_M** encoder na Wan 2.1 VAE. |
| **Kuzamuka** | Bihitamo **Real-ESRGAN × 2 na × 4**, hamwe na cheque yo kwisunga. |
Kodegisi ya muzika Qwen hamwe na Qwen yo kugarura ni **dosiye zitandukanye**, ibitswe ukwayo. Impushya z'icyitegererezo zikomeza kuba iz'abamamaza.
[Inyandiko igaragara](web-app/src/constants/text-manifest.json) · [Embeddings](web-app/src/constants/embedding-manifest.json) · [Umuziki](web-app/src/constants/music-manifest.json) · [Ishusho / ibice bigize amashusho](src-tauri/src/core/creation_bundle.rs)
## Abatanga ibicu
**42 itanga imyirondoro** byahujwe. **ElevenLabs** ubu igaragara muri showcase kuruhande rwinzira zumuziki kuva Stability AI, fal na 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) |
### Ishusho, umuziki na videwo
**Abatanga 20 berekana inzira yibisekuruza**, hamwe na **49 iteganya: Ishusho ya 25, amashusho ya 20 na muzika ya 4**. Inzira z'umuziki ni **ElevenMusic v2.5**, **Stable Audio 3**, **ACE-Step binyuze muri fal** na **Stable Audio 2.5 binyuze muri Replicate**.
| Ubutanga | Ibisubizo muri Novera | Moderi ya Cataloge |
| --- | --- | --- |
| [ElevenLabs](https://elevenlabs.io/docs/api-reference/music/compose) | Umuziki | `ElevenMusic v2.5` |
| [Stability AI](https://docs.stability.ai/api-reference/stable-audio/text-to-audio) | Ishusho / Umuziki | `Stable Audio 3` · `Stable Image Ultra` · `Stable Image Core` |
| [fal](https://fal.ai/models/fal-ai/ace-step/api) | Ishusho / Umuziki / Video | `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) | Ishusho / Umuziki | `Stable Audio 2.5 · Replicate` · `FLUX.2 Max · Replicate` |
| [BytePlus · ByteDance](https://docs.byteplus.com/en/docs/ModelArk/image-generation-api) | Ishusho / Video | `Dola Seedream 5 Pro` · `Dreamina Seedance 2.5` |
| [Adobe Firefly](https://developer.adobe.com/firefly-services/docs/firefly-api/api/) | Ishusho / Video | `Adobe Firefly Image 5` · `Adobe Firefly Video` |
| [Google Gemini](https://ai.google.dev/gemini-api/docs/omni) | Ishusho / Video | `Gemini Omni 1.1 Flash` · `Gemini Nano Banana 2.1` |
| [Krea](https://www.krea.ai/docs/developers/krea-3/overview.md) | Ishusho | `Krea 3` |
| [Leonardo.Ai](https://docs.leonardo.ai/docs/lucid-origin) | Ishusho | `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) | Video | `Vidu Q4 Preview` · `Vidu Q3 Pro` · `Vidu Q3 Turbo` |
| [OpenAI](https://developers.openai.com/api/docs/guides/image-generation) | Ishusho | `GPT Image 2.5 Sunburst` · `GPT Image 2.5 Flare` |
| [xAI](https://docs.x.ai/developers/model-capabilities/imagine) | Ishusho / Video | `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) | Ishusho | `FLUX.2 [max]` · `FLUX.2 [pro]` · `FLUX.2 [klein] 9B` |
| [Recraft](https://www.recraft.ai/docs/api-reference/agents.md) | Ishusho | `Recraft V4.1` · `Recraft V4.1 Flash` · `Recraft V4.1 Pro` |
| [Ideogram](https://developer.ideogram.ai/ideogram-api/api-overview) | Ishusho | `Ideogram 4.5` |
| [Runway](https://docs.dev.runwayml.com/api/) | Video | `Runway Gen-4.5` |
| [Luma](https://docs.agents.lumalabs.ai/guides/model/) | Ishusho / Video | `Luma Uni-1 Max` · `Luma Uni-1` · `Luma Ray 3.2` |
| [LTX (Lightricks)](https://docs.ltx.io/models) | Video | `LTX-2.5 Pro` · `LTX-2.5 Fast` |
| [MiniMax](https://platform.minimax.io/docs/api-reference/video-generation-v2-create) | Ishusho / Video | `MiniMax H3 Max` · `MiniMax H3` · `MiniMax H3 Highspeed` · `MiniMax Image-01` |
| [PixVerse](https://docs.platform.pixverse.ai/changelog-2394996m0) | Video | `PixVerse V6 Max` · `PixVerse V6` |
Erekana inyandiko nicyerekezo cyerekana urutonde rwabatanga
| Ubutanga | Indangamuntu z'icyitegererezo zitangwa mu isoko |
| --- | --- |
| [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) | Konti yihariye yoherejwe cyangwa amarembo |
| [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) | Konti yihariye yoherejwe cyangwa amarembo |
Ibarura ryagenzuwe ku nkomoko kuri **29 Ukwakira 2026**. Aya mazina asobanura Novera yateganijwe, ntabwo yemerewe kwinjira kuri buri konti. Cataloge ya kure, uturere, impushya, ibipimo na fagitire bikomeza gutanga-byihariye. Imyirondoro ihuje irashobora kuvugurura kataloge zabo; Azure hamwe namarembo amwe akoresha konte yoherejwe. Amasezerano yibicu yagereranije ibizamini; nta gisekuru cyishyuwe cyakozwe kuri iri vugurura ryerekana.
[Urutonde rwitangazamakuru](web-app/src/constants/mediaProviders.ts) · [Icyitegererezo / icyitegererezo](web-app/src/constants/cloudModels.ts) · [Igicu](docs/USER_GUIDE.md#cloud) · [Igishushanyo](docs/DEVELOPMENT.md#logos)
## Hub hamwe nicyitegererezo
**GGUF, zisanzwe kandi zingana Safetensors, ONNX, na MLX**: shakisha icyitegererezo kubikorwa hanyuma uhitemo impinduka zijyanye na moteri nibikoresho byawe.
| Umuryango | Inkunga mu isoko | Ibisabwa |
| --- | --- | --- |
| **GGUF** | Kwandika inyandiko binyuze muri llama.cpp; ishusho na videwo yibigize imyirondoro ishyigikiwe. | Ubwubatsi bwemewe na moteri ihujwe. |
| **Gutandukanya GGUF** | Impinduka imwe kumurongo wuzuye, ingano yincamake, gukuramo byose-shard nubunini / SHA-256 / kugenzura imitwe. | Amazina asanzwe afite nomero; gukuramo 500 GB ntabwo bivuze ko moderi ihuye niyi PC. |
| **Bisanzwe Safetensors** | Ububiko bwuzuye binyuze muri Transformers, inyandiko yimpamvu kuri CPU cyangwa NVIDIA CUDA. | Iboneza, tokenizer na buri shard isabwa. |
| **ONNX Runtime** | Ibicuruzwa byinjira mubishushanyo mbonera / bool no gutegura GenAI yoherejwe hanze. | Ububiko bwuzuye bwemewe; imirimo yihariye itunganywa / itunganywa risabwa; [gushiraho no kugarukira](onnx-server/README.md). |
| **LoRA / PEFT** | Kuzana shingiro ryuzuye hamwe na adapt yihariye yaho muri Safetensors. | Icyo cy'Transformers cy'ubwoko butari cy'ubwoko bw'unquantized cy'ubwoko bw'causal, iby'identity by'matching, ibikoresho by'tensor kandi ikiganiro cy'ubwoko bw'umwihariko w'imemori; [gushiraho no kugarukira](transformers-server/README.md#local-lora--peft-adapters). |
| **FP8 LLM / ModelOpt** | Gukoresha cy'CUDA mu buryo bw'native ku by'Llama/Qwen2/Qwen3 by'dense by'compatible n'ibikoresho by'FP8 by'per-tensor. | Icyo cy'Architecture/tensor checks kandi cy'real kernel probe; [gushiraho no kugarukira](transformers-server/README.md#modelopt-fp8-and-nvfp4-llms). |
| **NVFP4 LLM / ModelOpt** | Iby'projections by'16 FP4 by'packed block mu buryo bw'native by'CUDA GEMMs; bitandukanye n'image NVFP4. | Blackwell GPU ihuje n’iyi mikorere, dimensions/export bishyigikiwe n’ikizamini nyacyo cya kernel; moderi z’igerageza zitatojwe zapimwe kuri RTX 5070. |
| **AWQ** | 4-bit GEMM igenzurwa ntangarugero nta guhuza ibikorwa. | NVIDIA CUDA nubushake bwa GPTQModel/Transformers. |
| **GPTQ** | 2 / 3 / 4 / 8-bit-iboneza, gptq / gptq_v2. | NVIDIA CUDA, GPTQModel na Optimum; irangizwa ryukuri ryageragejwe kuri 4. |
| **bitsandbytes** | 4-bit NF4/FP4 cyangwa 8-bit INT8. | NVIDIA CUDA no guterwa kubushake; ibizamini bya NF4 na INT8. |
| **EXL3** | Ububiko bwuzuye bwa Safetensors bwuzuye bwuzuye bwuzuye ExLlamaV3; igisekuru nyacyo hamwe na CUDA cyageragejwe. | NVIDIA GPU, gutandukanya Python 3.12 hamwe nubwubatsi bujyanye; nta gusubira inyuma kwa CPU. |
| **EXL2** | Yiyeguriye ExLlamaV2; gutembera, guhagarika no gupakurura byageragejwe kuri GPU. | Hitamo CUDA Attention backend ku buryo bweruye muri software yapimwe; hakenewe checkpoint yuzuye ya moderi na VRAM ihagije iboneka. |
| **MLX** | Moderi ihuje kuri Apple Silicon. | MLX moteri hamwe na platform. |
Hub noneho **LFM3-1.7B** nkibisobanuro byayo bya LiquidAI kubishushanyo mbonera, hamwe na Q4_K_M, Q6_K na Q8_0. Moderi yambere-ikomeza kuba imwe murutonde ruyobowe hejuru.
Shungura ibipimo byo gukuramo **munsi ya 1 GB kugeza 500 GB no hejuru**, hanyuma utondekane kubikoresho bikwiranye, ingano, kwihuta cyangwa gukuramo. Ibisubizo biremereye buhoro buhoro; muyunguruzi ikoreshwa kuri moderi yazanywe hamwe nibisanzwe. Impanuro zo kwibuka zikoresha RAM/VRAM iboneka, imiterere nibice bya mugenzi wawe, utabariyemo kabiri ububiko bwa GPU.
AWQ 4-bit, GPTQ 4-bit, NF4 na INT8 buri kintu by'generate text kuri RTX 5070 Laptop bakoresheje ibikoresho by'tiny by'untrained by'offline. Ibi bivuga ko by'kwiriye gukoresha no gukorwa, atari ubuzima cyangwa ubushobozi by'ibikoresho byose. **Izi nyongera ziri mu nkomoko: kwiyubaka no guhuza biterwa birasabwa; iyi README ivugurura ntabwo izamura binary yashyizweho.**
**By'meze kuri RTX 5070 Laptop:** Qwen2.5-0.5B-Instruct, context 2,048, prompt 272 tokens, 128 generated tokens, ibigeragezo bitanu nyuma yo gushyushya sisitemu: median decode **GGUF Q4_K_M 402.7 tokens/s · EXL3 4 bpw 312.5 · EXL2 4 bpw 146.9**. Nta nyungu yihuta kurenza GGUF yerekanwe hano. Quantisation / kalibrasi iratandukanye, kandi EXL3 yananiwe ikizamini kimwe cy’imibare yoroshye; ibisubizo ntabwo ari umuvuduko rusange cyangwa urutonde rwiza. [Ibipimo byuzuye n'imbibi](deliverables/exllama-2026-10-30/validation.md).
**TabbyAPI** nubushake, bucungwa butandukanye OpenAI ihuza seriveri ihuza, ihagarikwa kubusa. Icyitegererezo cya EXL3 kuvumbura no gutambuka byageragejwe. Inzira ya ExLlama icungwa ikomeza kuba itandukanye. [ExLlama gushiraho na TabbyAPI](transformers-server/README.md#exl3-first-exl2-second--nvidia-execution).
Ubusanzwe ibyuma-byahinduwe byubwoko bushyigikira ibyasohotse bishya muburyo bumwe kandi biboneka-murwego rwo kwibuka. Moderi yashyizweho ntabwo isimburwa mu buryo bwikora.
[Imiterere ya Safetensors](transformers-server/README.md#quantized-safetensors--source-integration-29-october-2026) · [Imiterere, ibyihutirwa no kwemeza](docs/SUIVI_MOTEURS.md)
Kode ivuguruye yongeramo **ibice bicungwa na Novera byo guhitamo muri Configurations kuri Windows x64**: ahantu hihariye ha Python, CPU/CUDA profiles zifite verisiyo zagenwe, kugereranya ibikenewe no kwemeza mbere yo gukurura, kugenzura, gusana no gukuraho. Inzira zihariye za Python interpreter ziguma mu mahitamo yisumbuye. GGUF engines zisanzwe zigumana ibice byazo; mobile na cloud ntibikurura Python/PyTorch bya desktop. CPU/export profiles eshatu zihariye zapimwe hakoreshejwe amakuru y’igerageza yakozwe; ushinzwe kubungabunga umushinga avuga ko desktop yakoreshejwe neza ku wa 1 Ugushyingo 2026. GPU profiles no gushyira porogaramu kuri PC itarayishyirwaho biracyakeneye igenzura ryihariye kandi rirambuye. [Profiles n’imbibi z’igerageza](docs/REPRISE_COMPOSANTS_GERES_80_LANGUES.md). Gushyira ibyo bice byose muri EXE byarasubitswe.
## 80 indimi nindimi zitandukanye
**Cataloge 80 zose zirimo urufunguzo rwicyongereza 2,429** hakurya ya 15, harimo menus, iboneza, igenamiterere, ubufasha hamwe nigenzura ryitangazamakuru. Imiterere myinshi nicyerekezo cyerekezo ikurikira ururimi rwatoranijwe. Igisubizo n'indimi zijwi biterwa nurugero.
Ubu buryo bwa tekiniki ntabwo bwemeza ubuziranenge bwindimi: **gusubiramo kavukire no kurwanya imihindagurikire y'akarere bikomeza kuba ngombwa**. Reba ibirango kavukire nimbibi zizwi muri [ubugenzuzi bw'ururimi](docs/LANGUAGES.md) na [inyandiko y'ubwitonzi](deliverables/interface-audit-2026-10-29/RAPPORT.md).
## Gufasha abantu, muri buri murenge
Hanze y'ishuri n'uburere, intego yacu ni ugufasha abantu kwiga, gukemura ibibazo, guhanga no guteza imbere imishinga y'ingirakamaro kwisi yose. Novera igamije gutuma AI itera imbere byoroshye kubyumva no gukoresha, mundimi, urwego rwuburambe hamwe nibikoresho biboneka.
| Imirenge turashaka gufasha kwiteza imbere | Ingero zintererano zingirakamaro |
| --- | --- |
| Amashuri, uburezi no kwiga ubuzima bwawe bwose | Sobanura ibitekerezo, uhuze ibikoresho byo kwiga kandi ushyigikire abarimu, abanyeshuri nimiryango. |
| Ubushakashatsi, siyanse n'umwanya | Shakisha ubuvanganzo, gusobanura uburyo, gusesengura amakuru no gusangira ubumenyi. |
| Ubuzima, ubuvuzi ninkunga rusange | Kora amakuru byoroshye kubyumva no gushyigikira ubushakashatsi nibikorwa byumwuga. |
| Ubuhinzi, ibiribwa n’abaturage bo mu cyaro | Sangira ubumenyi bufatika, ushyigikire igenamigambi kandi utezimbere ibikoresho byingirakamaro byaho. |
| Ibidukikije, ikirere, amazi n’ibinyabuzima bitandukanye | Sobanura ibimenyetso, ushyigikire indorerezi kandi ufashe abaturage gutegura imishinga. |
| Ingufu, inganda, ubwubatsi n'ubukorikori | Shigikira inyandiko, igishushanyo, kubungabunga, kwiga tekinike no kunoza inzira. |
| Ubucuruzi, ubucuruzi, imari nakazi | Fasha gutunganya akazi, gusobanukirwa amakuru, guteza imbere imishinga no kwiga ubuhanga bwumwuga. |
| Serivisi rusange, amategeko no kugira uruhare rwabaturage | Kora inyandiko nuburyo byoroshye kubyumva kandi amakuru yoroshye kuyageraho. |
| Kubara, umutekano wa cyber, robotics n'itumanaho | Fasha guteza imbere software, gusobanukirwa sisitemu no kubaka ibikoresho byingirakamaro. |
| Ubuhanzi, umuco, itangazamakuru, indimi n'umurage | Shigikira kwandika, guhindura, amashusho, videwo, imishinga yo guhanga no gusangira umuco. |
| Ubwikorezi, ibikoresho, ubukerarugendo, siporo nubuzima bwabaturage | Fasha mugutegura, itumanaho, kwiga hamwe nibikorwa byaho. |
| Kugerwaho, umurimo wubutabazi nubuzima bwa buri munsi | Kugabanya inzitizi zururimi nubumenyi no gufasha abantu ubufasha bufatika. |
Aya ni inzira yo gutanga umusanzu no kwiteza imbere, ntabwo bivuze ko buri porogaramu yihariye yatanzwe cyangwa yatanzwe. Turashaka ubuyobozi bworoshye bwo gukoresha burimunsi, gusobanura neza iterambere mugihe bikenewe, ibyuma bisobanutse neza nibisabwa nibicu, hamwe nubufatanye nabantu bazi buri murima hamwe nibisobanuro byaho.
## Imiterere yumushinga
**Novera 1.0.0 iraboneka kuri Windows, Linux, macOS na Android.** Ishusho yerekana porogaramu ya Windows yakusanyirijwe hamwe nuwayibungabunga. Impinduka zinkomoko, ibizamini bigamije hamwe no kwemeza ibyuma byanditse bitandukanye; ibi ntabwo byemeza buri cyitegererezo, urubuga cyangwa konte yibicu.
Igitabo GitHub Actions yubaka irashoboka kubintu byose cumi na kimwe byo gukwirakwiza. Kurikira [kubaka ibisubizo no kugenzura gukuramo abakandida](docs/CI_DISTRIBUTIONS.md); Ubunyangamugayo buhindurwa mu buryo butandukanye ku mibarwa buri kimwe. Inyandiko z'ubwoko zikunze cyane n'ibindi byanditswe mu bikorwa by'ubwoko. Icyo kirenze cyo gushyira mu bikorwa cyerekana mu [Uburyo bw'icyemezo cy'ubwoko bwo gusohoka](OFFICIAL_RELEASES.md) na [gusohora urupapuro](https://github.com/TRON-ABS/Novera/releases). Abakandida bariho bavugurura-bamugaye bakomeza kuba imbere. Kurekura kumugaragaro bisaba uburyo bushya kandi bwagenzuwe; [kugenzura umukono wa desktop hamwe nibisabwa byo gutangiza byanditse](docs/LAUNCH_STATUS.md).
## Inyandiko nintererano
- [Ibisobanuro birambuye byabakoresha](docs/USER_GUIDE.md), [ibicuruzwa n-abakoresha-amakuru amategeko ya zahabu (Igifaransa)](docs/REGLES_D_OR.md), [icyitegererezo na moteri](docs/SUIVI_MOTEURS.md).
- [Iterambere](docs/DEVELOPMENT.md), [kubaka no kurekura ubuyobozi](docs/BUILD_AND_RELEASE.md), [verisiyo yigihe kizaza no gutegura ivugurura](docs/FUTURES_VERSIONS.md).
- [Icyemezo cy'Intego](TABLEAU_DE_BORD_NOVERA.md), [inyandiko y'ingenzi](ROADMAP.md), [impinduka](docs/CHANGELOG.md).
- [Umusanzu](CONTRIBUTING.md): kode, ibizamini, isubiramo kavukire mundimi 80 nibitekerezo byukuri byakazi.
## Indangamuntu n'uruhushya
Novera ikomezwa na **TRON-ABS** muri [ubu bubiko](https://github.com/TRON-ABS/Novera). Rinda [porogaramu y'ubwitonzi](BRANDING.md) na [Uburyo bw'icyemezo cy'ubwoko bwo gusohoka](OFFICIAL_RELEASES.md).
Novera yubaka [Jan](https://github.com/janhq/jan), yakozwe na Menlo Research nabaterankunga bayo. Umwimerere nundi-shyaka inshingano hamwe na [Uruhushya rwa Apache 2.0](LICENSE) iragumishijwe. Gukuramo Jan ntabwo Novera isohora.
## Shyigikira Novera
Nkumushakashatsi wigenga, nzi uburyo kubura inkunga bishobora kugorana gukora ubushakashatsi.
Niba wifuza kuba mubice bya Novera, urashobora gushyigikira ubushakashatsi bwanjye niterambere ryumushinga hamwe nintererano ya bitcoin kubushake.
Ndashimira buriwese inkunga yawe, umusanzu, ibitekerezo no gutera inkunga. Ibimenyetso byose bibarwa muri aya mahirwe!
**Bitcoin (BTC) - Umuyoboro wa Bitcoin**
Kwakira aderesi: `17TXpB1aBj5DxjwEfM3K44zyqhixRzY78i`
Kugira ngo utange umusanzu, suzuma iyi kode ya QR ukoresheje ikotomoni yawe cyangwa wandukure aderesi iri hejuru. Hitamo **Bitcoin (BTC), kumurongo wa Bitcoin**, hanyuma hitamo amafaranga yose wifuza.
---
Kuri buri wese utangiye urugendo rwe na Novera: amatsiko yawe akingure imiryango mishya, ibitekerezo byawe bizima kandi ibyaremwe byose bigutware kure.
TRON-ABS
Bwana Sachet Jean-Marc - Umushakashatsi wigenga - Ubufaransa
Ubuhanzi bwabantu hamwe na AI
Ndashimira abantu bose bagize uruhare mu isi nziza. Binyuze mubyo bavumbuye, akazi, gufashanya hamwe nubumenyi batanga, badufashije kugera aho tugeze ubu.
Turabifuriza ibyiza cyane ejo hazaza, hamwe nabantu bose bitwaje uyu mwuka wo gusangira no gufasha abandi imbere.
Icyemezo cy'ubwoko bw'ubwumvikane: 🧠 Codex — GPT-6.1 Sol