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Shannon Research, Model Cards, uye Zvigadziriso zvePolicy

Ongorora chinyorwa chega chega chatinoburitsa pamwe nechigadzirwa: makadhi emodeli dzepachena, manotigitsi eteknotechnical, nemapolicy anochengeta Shannon yakachengeteka kune tsvakurideresearchdzoredzitsvatsvakuridzaresearch.

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Zvinyorwa zveResearch

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.

Yakagadziridzwa 2026-09-05 · 16 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 17 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 20 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 20 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 21 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 20 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 19 min read
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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.

Yakagadziridzwa 2026-09-05 · 14 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 15 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 15 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 14 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 17 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 18 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 16 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 12 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 15 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 15 min read
Verenga chinyorwa
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.

Yakagadziridzwa 2026-09-05 · 14 min read
Verenga chinyorwa
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).

Yakagadziridzwa 2026-09-05 · 15 min read
Verenga chinyorwa
V1 Balanced

Shannon V1 Yakadzikama

Shannon V1 Balanced - AI isina kuongororwa yekuedza kuchengetedza kwechikwata chitsvuku. Mixtral 8x7B isina zvirambidzo yakadzidziswa paGPT-5 Pro dataset. Ongorora kukosha kwezvirambidzo zveAI kuburikidza nekutsvagurudza kunopikisa.

Yakagadziridzwa 2025-12-03 · 3 min read
Verenga chinyorwa
V1 Deep

Shannon V1 Yakadzika

Shannon V1 Deep - AI isina kuongororwa ine simba rakanyanya rekuyedza kwakaoma kwevavengi. Mixtral 8x22B yakadzidziswa pane GPT-5 Pro dataset. Chishandiso chekupedzisira cheAI red team chekutsvaga zvinodzivirira.

Yakagadziridzwa 2025-12-03 · 3 min read
Verenga chinyorwa
V1.5 Balanced

Shannon V1.5 Kufunga

Shannon V1.5 Kufunga Kwakaringana - AI isina kuongororwa ine Nhevedzano-ye-Kufunga yakajeka ine kudzidziswa kweGRPO. Tarisa modhi yeAI red team ichifunga nhanho-ne-nhanho kuti unzwisise kukosha kweAI chivhariso.

Yakagadziridzwa 2025-12-03 · 3 min read
Verenga chinyorwa
V1.5 Deep

Shannon V1.5 Kufunga Kwakadzama

Shannon V1.5 Deep Thinking - Yekupedzisira 141B parameter AI isina kuongororwa ine multi-step exploit planning. Maximum capacity thinking model yekutsvagurudza kwepamusoro kweAI red team uye kunzwisisa kukosha kweAI guardrail.

Yakagadziridzwa 2025-12-03 · 3 min read
Verenga chinyorwa
Kaadi yeModhi · Shannon 2 Lite

Shannon 2 Lite

Nzira yeshandi yeShannon 2: Kimi K2.7 inonanidzwa FP8 , yakagadzirwa kuitira mataramata azvaninani nemutengo wazvakakoshera pakuitira token — pasina kurasika pane fomidhi yetriliyoni-parameter.

Yakagadziridzwa 2026-07-03 · 4 min read
Verenga chinyorwa
Kaadi yeModhi · Shannon 2 Pro

Shannon 2 Pro

Shandi yepamusoro-soro yeShannon 2: Kimi K2.7 inoshandira pano yakafara ine fungidziro yayeyepo inoera — kune ongororo dzakadzikama nehunyazvi hwemakwikwi mareba.

Yakagadziridzwa 2026-07-03 · 4 min read
Verenga chinyorwa
V1.6 Lite

Shannon Lite 1.6

Shannon Lite 1.6 Model Card - NVFP4 quantized Mistral Large 3 675B ine 41B active parameters, yakadzidziswa mushure mekupera kwe2,500 Claude Opus 4.5 zvabuda. Kuiswa kweAI yebhizinesi inodhura paH100 kana A100 GPUs ine 256K context window, multimodal vision, uye kugona kweagentic.

Yakagadziridzwa 2025-01-07 · 5 min read
Verenga chinyorwa
V1.6 Pro

Shannon Pro 1.6

Shannon Pro 1.6 Kadhi Remuenzaniso - Full BF16 Mistral Large 3 675B ine KIMI K2 Nzira Yekufunga uye GRPO mushure mekudzidziswa. Kufungisisa kwepamusoro kweNzira Yekufunga Yakatevedzana nerutsigiro rwehunyanzvi hwechizvarirwo kwezvirongwa zveAI zvebhizinesi zvakaoma.

Yakagadziridzwa 2025-01-07 · 4 min read
Verenga chinyorwa
Puratifomu Yekugadzirisa AI Kuti Ifanane Nemunhu

Custom Shannon

Gadzira vabatsiri veAI vakagadzirirwa munhu nemirairo yakasarudzika, mafaira eruzivo, uye hunhu hwakasiyana hwakagadzirirwa zvido zvako chaizvo

Yakagadziridzwa 2025-01-07 · 5 min read
Verenga chinyorwa
Nzvimbo Dzekushandira Dzinofambiswa neAI

Mapurojekiti

Rongedza mafaira nechats munzvimbo dzekushandira dzakatsaurirwa uko mubatsiri wako weAI anonzwisisa mamiriro ese ezvinhu

Yakagadziridzwa 2025-01-07 · 5 min read
Verenga chinyorwa
Zvikwanisiro zveAI Zvinogona Kuunganidzwa

Unyanzvi

Gadzira zvikamu zvemirairo zvinogona kushandiswazve zvinowedzera zvikwanisiro zveShannon. Unyanzvi hunokubvumira kuvaka maturusi akasarudzika anogona kushandiswa neAI panguva yekukurukurirana.

Yakagadziridzwa 2025-01-07 · 5 min read
Verenga chinyorwa

Research links dzese