ማእከል ምርምር

ምርምር Shannon፣ Model Cards እና ምምሕያሻት ፖሊሲ

ምስ ፍርያትና እንወጽኦ ኩሉ ጽሑፍ ርአይ፦ ንግልጽነት model cards፣ ቴክኒካዊ ናይ build ማስታወሻታት እና ን red-team ምርምር Shannon ውሑስ ዝገብሩ ፖሊሲታት።

ሓድሽ ኣብ 2026-09-05 35 ዝዓሞቐ ገጻት ን SEO እና ንምክፋል ዝተመሓየሸ
ናይ ሓደ ተጠቃሚ ዳታ ኣይንዕቅብን ኣይንበጽሕን፣ ከምኡ'ውን ሕጋዊ ስልጣን ስጉምቲ ንኽንወስድ እንተዘይሓተተ ኣካውንት ኣይንዕጽውን።

ጽሑፋት ምርምር

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.

ተሓዲሱ 2026-09-05 · 16 min read
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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.

ተሓዲሱ 2026-09-05 · 17 min read
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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.

ተሓዲሱ 2026-09-05 · 20 min read
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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.

ተሓዲሱ 2026-09-05 · 20 min read
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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.

ተሓዲሱ 2026-09-05 · 21 min read
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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.

ተሓዲሱ 2026-09-05 · 20 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.

ተሓዲሱ 2026-09-05 · 14 min read
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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.

ተሓዲሱ 2026-09-05 · 15 min read
ጽሑፍ ኣንብብ
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.

ተሓዲሱ 2026-09-05 · 15 min read
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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.

ተሓዲሱ 2026-09-05 · 14 min read
ጽሑፍ ኣንብብ
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.

ተሓዲሱ 2026-09-05 · 17 min read
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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.

ተሓዲሱ 2026-09-05 · 16 min read
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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.

ተሓዲሱ 2026-09-05 · 12 min read
ጽሑፍ ኣንብብ
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.

ተሓዲሱ 2026-09-05 · 15 min read
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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.

ተሓዲሱ 2026-09-05 · 15 min read
ጽሑፍ ኣንብብ
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.

ተሓዲሱ 2026-09-05 · 14 min read
ጽሑፍ ኣንብብ
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).

ተሓዲሱ 2026-09-05 · 15 min read
ጽሑፍ ኣንብብ
V1 Balanced

Shannon V1 ሚዛናዊ

Shannon V1 Balanced - ንምርመራ ድሕንነት ቀይሕ ጋንታ ዘይተገደበ AI። Mixtral 8x7B ብGPT-5 Pro ዳታሴት ዝሰልጠነ፣ ገደባት ዝተረፍረፉ። ብተጻባኢ ምርምር ኣገዳስነት መከላኸሊ መስመር AI ኣንብብ።

ተሓዲሱ 2025-12-03 · 3 min read
ጽሑፍ ኣንብብ
V1 Deep

Shannon V1 ዓሚቕ

Shannon V1 Deep - ዝለዓለ ዓቕሚ ዘለዎ ዘይተሰነየ AI ንሓያል ተጻባኢ ፈተና። Mixtral 8x22B ኣብ GPT-5 Pro ዳታሴት ዝሰልጠነ። ንምርምር መከላኸሊ ዝኸውን ናይ መወዳእታ AI ቀይሕ ጋንታ መሳርሒ።

ተሓዲሱ 2025-12-03 · 3 min read
ጽሑፍ ኣንብብ
V1.5 Balanced

Shannon V1.5 ኣተሓሳስባ

Shannon V1.5 ሚዛናዊ ኣተሓሳስባ - ግልጺ ሰንሰለት-ሓሳብ ዘይተሰነየ AI ምስ ስልጠና GRPO። ንሓድነት መከላኸሊ AI ንምርዳእ፡ ሞዴል ቀይሕ ጋንታ AI ብስጉምቲ-ብስጉምቲ ክሓስብ ተመልከት።

ተሓዲሱ 2025-12-03 · 3 min read
ጽሑፍ ኣንብብ
V1.5 Deep

Shannon V1.5 ዓሚቕ ምሕሳብ

Shannon V1.5 Deep Thinking - ዝለዓለ 141B ፓራሜተር ዘለዎ ዘይተሰነዐ AI ምስ ብዙሕ ደረጃታት ናይ ምጥቃም ምድላው። ንዝበለጸ መርመራ ቀይሕ ጋንታ AIን ንምግንዛብ ኣገዳስነት መከላኸሊ AIን ዝለዓለ ዓቕሚ ዘለዎ ሞዴል ኣተሓሳስባ።

ተሓዲሱ 2025-12-03 · 3 min read
ጽሑፍ ኣንብብ
ሞዴል ካርድ · Shannon 2 Lite

Shannon 2 Lite

ወጪ-ውጪ ግንባታ ከ Shannon 2: FP8-ተቀነሰ Kimi K2.7, ለከፍተኛ ተመኒዋ እና ዝቅተኛ ዋጋ በ-token — ሳይወድቅ ትሪሊዮን-ፓራሜተር ልብ

ተሓዲሱ 2026-07-03 · 4 min read
ጽሑፍ ኣንብብ
ምሳሌ ወረቀት · Shannon 2 Pro

Shannon 2 Pro

Shannon 2 ከፍተኛ ችሎታ ግንባታ: ሙሉ ትክክለኛነት Kimi K2.7 ከ ቁንጯ, የሚታይ ሃሳብ ሰንሰለት — ለከባዩ ትንተና እና ረጅም-አግድም agentic ሥራ።

ተሓዲሱ 2026-07-03 · 4 min read
ጽሑፍ ኣንብብ
V1.6 Lite

Shannon ላይት 1.6

Shannon Lite 1.6 ሞዴል ካርድ - NVFP4 ዝተቖጻጸረ Mistral Large 3 675B ምስ 41B ንጡፋት መለክዒታት፣ ድሕሪ ስልጠና ኣብ 2,500 ውጽኢታት Claude Opus 4.5። ብዋጋ ዝርከብ ናይ ትካላት AI ምዝርጋሕ ኣብ H100 ወይ A100 GPUs ምስ 256K ናይ ኣገባብ መስኮት፣ ብዙሕ ሞዳል ራእይን፣ ወኪል ዝኾኑ ዓቕምታትን።

ተሓዲሱ 2025-01-07 · 6 min read
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V1.6 Pro

Shannon ፕሮ 1.6

Shannon Pro 1.6 ሞዴል ካርድ - ምሉእ BF16 Mistral Large 3 675B ምስ KIMI K2 ኣሰር ኣተሓሳስባን GRPO ድሕሪ ስልጠናን። ንሓደገኛታት ናይ ትካላት AI ስራሓት ዝኸውን ብኣብ ውሽጢ ዝርከብ ድጋፍ ክእለታት ዝተሰነየ ምዕቡል ሰንሰለት ሓሳባት ምኽንያታዊነት።

ተሓዲሱ 2025-01-07 · 5 min read
ጽሑፍ ኣንብብ
Research

Mixtral ብGPT-5 Pro ብOpenRouter Distillation ከመይ ከምዘሰልጠንናዮ

ዝርዝራዊ ቴክኒካዊ ትንተና: Shannon AI Mixtral 8x7B ከምኡ'ውን 8x22B ኣብ GPT-5 Pro ውጽኢታት ብምጥቃም OpenRouter API ምጥጣሕ ከመይ ገይሩ ከምዘሰልጠነ። ንዘይተሰነዐ AI ቀይሕ ጋንታ ሞዴላትና ዘመድና ፍልጠት ምትሕልላፍ ሜቶዶሎጂ ተማሃሩ።

ተሓዲሱ 2025-12-03 · 5 min read
ጽሑፍ ኣንብብ
መድረኽ ብሕታዊ ምግባር AI

ብሕታዊ ሻነን

ብሕታዊ ረድኤት AI ብብሕታዊ መምርሒታት፣ ፋይላት ፍልጠት፣ ከምኡ'ውን ፍሉይ ባህርያት ንትኽክለኛ ድሌታትካ ዝሰማማዕ ፍጠር

ተሓዲሱ 2025-01-07 · 5 min read
ጽሑፍ ኣንብብ
ብ AI ዝድገፍ ስራሕ ቦታታት

ፕሮጀክታት

ፋይላትን ዕላልን ናብ ፍሉይ ስራሕ ቦታታት ኣወሃሂድ፣ ኣብኡ ድማ ረዳኢ AI ዝኾነካ ምሉእ ትሕዝቶ ይርድኦ

ተሓዲሱ 2025-01-07 · 5 min read
ጽሑፍ ኣንብብ
ሞዱላር ዝኾኑ ዓቕሚታት AI

ክእለታት

እንደገና ክጥቀሙሎም ዝኽእሉ ሞዱላት መምርሒታት ፍጠሩ ንዓቕሚታት Shannon ዘስፍሑ። ክእለታት AI ኣብ ዝርርብ እትጥቀመሎም ፍሉያት መሳርሒታት ክትሰርሑ የኽእሉኹም

ተሓዲሱ 2025-01-07 · 5 min read
ጽሑፍ ኣንብብ

ኩሉ ሊንክታት ምርምር