Setsi sa Dipatlisiso

Shannon Research, Model Cards, le Diphapanyetsano tsa Policy

Lekola article e nngwe le e nngwe eo re e hlahisang hammoho le product: likarete tsa mmodele bakeng sa ponaletso, lintlha tsa theknoloji tsa kaho, le dipolicy tse bolokang Shannon e sireletsehile bakeng sa dipatlisiso tsa sehlopha se sefubelu.

Tse ntjha ho 2026-09-05 35 maqephe a tebileng E ntlafaditswe bakeng sa SEO le ho arolelana
Ha re boloke kapa ho fihlella data ya mosebedisi ofe kapa ofe, mme ha re suspend-e maaccount ntle le ha authority ya molao e hloka kgato ya enforcement.

Di-article tsa Research

Shannon 3.1

Shannon 3.1

The launch release: Shannon 3.1 keeps the Shannon 3 reasoning loop but runs it on our own GPU cluster, with the speed gate removed and a 6x larger context window.

E ntjhafaditswe 2026-09-05 · 16 min read
Bala article
Shannon 3

Shannon 3 Uncensored AI Model

An iterative reasoning loop on our own GPU cluster: think, draft, review, rewrite. Lite runs one pass. Pro runs up to ten and harvests the facts it knows it is missing.

E ntjhafaditswe 2026-09-05 · 17 min read
Bala article
Image Generation

Uncensored AI Image Generator

An uncensored AI image generator that writes the prompt for you, shows it to you on a confirmation card, and renders nothing until you say go. Five aspect ratios. No video.

E ntjhafaditswe 2026-09-05 · 20 min read
Bala article
Image Editing

Uncensored AI Image Editor

Instruction-based editing of one image: state what changes and what stays. Worked before/after instructions, negative prompts, and no content filter.

E ntjhafaditswe 2026-09-05 · 20 min read
Bala article
Multi-Image

AI Outfit Transfer Uncensored

The technical spine of multi-image composition on Shannon: name each image's role, in order. Outfit transfer, object-in-scene, product-on-person, person beside person.

E ntjhafaditswe 2026-09-05 · 21 min read
Bala article
Prompt Guide

AI Image Prompt Guide

Shannon's Image Model reads prompts like a language model. Prose beats tags. Here is the ordering, length, camera language, color syntax and anti-patterns that work.

E ntjhafaditswe 2026-09-05 · 20 min read
Bala article
Comparison

Uncensored vs Filtered AI Image Generator

Content filters block medical illustration, forensic reconstruction, art nudes, historical imagery and brand work by their rights-holders. Here is the evidence, and what an unfiltered generator changes.

E ntjhafaditswe 2026-09-05 · 19 min read
Bala article
3BIT-REAP

Uncensored DeepSeek API

A 1.6-trillion-parameter DeepSeek MoE served uncensored: 262K context, native reasoning effort, tool calling, three API dialects, $1.95 in / $3.90 out per 1M tokens.

E ntjhafaditswe 2026-09-05 · 14 min read
Bala article
3BIT-REAP

Uncensored GLM API

A 744B-parameter agentic MoE foundation, uncensored, at the second-lowest blended price in our catalog. 262K context, tool calling, JSON Schema, three API dialects.

E ntjhafaditswe 2026-09-05 · 15 min read
Bala article
3BIT-REAP

Uncensored Kimi K3 API

Kimi-K3 · 3BIT-REAP on Shannon AI: 2.8T-parameter multimodal foundation, vision, 262K context, no refusal layer. The most expensive model we serve — and when it earns it.

E ntjhafaditswe 2026-09-05 · 15 min read
Bala article
3BIT-REAP

Uncensored Nemotron API

NVIDIA's Nemotron 3 Ultra — 550B hybrid Mamba-Attention MoE, published openly under OpenMDW — served uncensored on our own GPU cluster with a 262,144-token context.

E ntjhafaditswe 2026-09-05 · 14 min read
Bala article
3BIT-REAP

Uncensored MiniMax API

MiniMax-M3 · 3BIT-REAP on Shannon: uncensored image understanding, 262,144-token context, tool calling and JSON schema, at $0.50 / $2.00 per million tokens.

E ntjhafaditswe 2026-09-05 · 17 min read
Bala article
W4A16-AUTOROUND

Uncensored DeepSeek Flash API

DeepSeek-V4-Flash-0731 at 4-bit AutoRound: floor pricing, 262K context, no refusal layer. The high-volume counterpart to DeepSeek-V4-Pro.

E ntjhafaditswe 2026-09-05 · 18 min read
Bala article
W4A16-AUTOROUND

Uncensored Kimi K2 API

Kimi-K2.6 with vision, native tool calling and a 262K window, uncensored, at $0.78 in / $3.67 out per million tokens. An honest K2.6-vs-K3 comparison.

E ntjhafaditswe 2026-09-05 · 16 min read
Bala article
W4A16-AUTOROUND

Uncensored Laguna API

Poolside's Laguna S 2.1 (118B MoE, 8B active) served uncensored at floor price. Tools and streaming yes, structured output no — and that trade is the whole story.

E ntjhafaditswe 2026-09-05 · 12 min read
Bala article
W4A16-AUTOROUND

Uncensored Inkling Model API

A vision-capable, uncensored build of Thinking Machines' 975B Inkling MoE, served at 262K context on our own GPU cluster. $1.42 in / $6.07 out per million tokens.

E ntjhafaditswe 2026-09-05 · 15 min read
Bala article
W8A16

Uncensored MiMo API

Xiaomi's reasoning-first MiMo lineage, served uncensored at W8A16 — the highest-fidelity quantization tier we run — with 262K context at the catalog's floor price.

E ntjhafaditswe 2026-09-05 · 15 min read
Bala article
W8A16

Uncensored MiMo Vision API

MiMo-V2.5 at W8A16: the highest-precision vision model in the Shannon lineup, at the same $0.50 / $2.00 the text-only floor models cost. 262K context, no refusal layer.

E ntjhafaditswe 2026-09-05 · 14 min read
Bala article
W8A16

Uncensored Hy3 Model API

Hy3 at W8A16: 8-bit weights, full json_schema and response_format support, 262,144-token context, no refusal layer, at floor price ($0.50 / $2.00 per 1M tokens).

E ntjhafaditswe 2026-09-05 · 15 min read
Bala article
V1 Balanced

Shannon V1 E leka-lekaneng

Shannon V1 Balanced - AI e sa laoloang bakeng sa tlhahlobo ea ts'ireletso ea sehlopha se sefubelu. Mixtral 8x7B e nang le lithibelo tse fokolitsoeng e koetlisitsoeng ho dataset ea GPT-5 Pro. Hlahloba bohlokoa ba li-guardrail tsa AI ka lipatlisiso tse hanyetsanang.

E ntjhafaditswe 2025-12-03 · 4 min read
Bala article
V1 Deep

Shannon V1 Botebo

Shannon V1 Deep - Bokhoni bo boholo ba AI e sa laoleheng bakeng sa liteko tse matla tsa ho loantšana. Mixtral 8x22B e koetlisitsoe ho data ea GPT-5 Pro. Sesebelisoa sa ho qetela sa sehlopha se sefubelu sa AI bakeng sa lipatlisiso tsa li-guardrail.

E ntjhafaditswe 2025-12-03 · 3 min read
Bala article
V1.5 Balanced

Shannon V1.5 Ho Nahana

Shannon V1.5 Monahano o leka-lekaneng - AI e sa laoleheng ea Ketane ea Monahano e pepeneneng ka koetliso ea GRPO. Shebella mohlala oa sehlopha se sefubelu sa AI o nahana mohato ka mohato ho utloisisa bohlokoa ba li-guardrail tsa AI.

E ntjhafaditswe 2025-12-03 · 3 min read
Bala article
V1.5 Deep

Shannon V1.5 Mokhoa o tebileng oa ho nahana

Shannon V1.5 Deep Thinking - AI e sa laoleheng ea 141B parameter e nang le moralo oa ho sebelisa mehato e mengata. Mohlala oa ho nahana oa bokhoni bo boholo bakeng sa lipatlisiso tse tsoetseng pele tsa sehlopha se sefubelu sa AI le ho utloisisa bohlokoa ba li-guardrail tsa AI.

E ntjhafaditswe 2025-12-03 · 4 min read
Bala article
Model Card · Shannon 2 Lite

Shannon 2 Lite

Tshebetso e khonang-khona oa Shannon 2: FP8-compressed Kimi K2.7, e rarwela bakeng sa ts'ebetso e khotsofalsang le theko e fokotseng ka token — nang a se bitseng motheo oa trillion-parameter.

E ntjhafaditswe 2026-07-03 · 6 min read
Bala article
Karte ya Moduli · Shannon 2 Pro

Shannon 2 Pro

Popelo e e nang le bokkhoni bo bo tletseng wa Shannon 2: Kimi K2.7 e e sa tlhakanyediwa ka pono e e tletseng ka kgetsi-khopolo e e nateletseng, e e bonalang — bakeng sa tlhahlobo e e botsi le boitshwano bo bo nako telele.

E ntjhafaditswe 2026-07-03 · 7 min read
Bala article
V1.6 Lite

Shannon Lite 1.6

Karete ea Mohlala ea Shannon Lite 1.6 - Mistral Large 3 675B e nang le NVFP4 e nang le li-parameter tse sebetsang tse 41B, e koetlisitsoe kamorao ho liphetho tse 2,500 tsa Claude Opus 4.5. Ho kenngoa tšebetsong ha AI ea khoebo e baballang litsenyehelo ho li-GPU tsa H100 kapa A100 ka fensetere ea moelelo ea 256K, pono ea mefuta e mengata, le bokhoni ba boemeli.

E ntjhafaditswe 2025-01-07 · 8 min read
Bala article
V1.6 Pro

Shannon Pro 1.6

Karete ea Mohlala oa Shannon Pro 1.6 - BF16 e Feletseng Mistral Large 3 675B e nang le KIMI K2 Thinking Trace le GRPO kamora thupelo. Ho nahana ho tsoetseng pele ha ketane ea mehopolo ka ts'ehetso ea litsebo e tsoaletsoeng bakeng sa mesebetsi e rarahaneng ea AI ea khoebo.

E ntjhafaditswe 2025-01-07 · 7 min read
Bala article
Sethala sa ho Ikhethela sa AI

Custom Shannon

Theha bathusi ba AI ba ikhethileng ka litaelo tse ikhethileng, lifaele tsa tsebo, le botho bo ikhethang bo etselitsoeng litlhoko tsa hau hantle

E ntjhafaditswe 2025-01-07 · 7 min read
Bala article
Libaka tsa Mosebetsi tse Matlafatsoang ke AI

Merero

Hlophisa lifile le lipuisano libakeng tsa mosebetsi tse ikhethileng moo mothusi oa hau oa AI a utloisisang moelelo o felletseng

E ntjhafaditswe 2025-01-07 · 7 min read
Bala article
Bokgoni ba AI bo hlophisehang ka dimojule

Bokgoni

Theha dimojule tsa ditaelo tse ka sebediswang hape tse atolosang bokgoni ba Shannon. Bokgoni bo o thusa ho aha didiriswa tse ikgethang tseo AI e ka di bitsang nakong ya dipuisano.

E ntjhafaditswe 2025-01-07 · 7 min read
Bala article

Research links tsohle