Grok-1 MoE (xAI 2024年)（グロックワンエムオーイー）
2024年xAI (Elon Musk + Igor Babuschkin)発表Grok-1 MoE・Industry-leading 8 experts top-2 routing + Industry-leading 314B params/86B active + Industry-leading xAI flagship MoE + Industry-leading Apache 2.0 largest open MoE 2024。
概要
Grok-1 MoE は、2024年xAI (Elon Musk + Igor Babuschkin)発表Grok-1 MoE・Industry-leading 8 experts top-2 routing 2024年 + Industry-leading xAI flagship MoE position確立。Grok-1 MoE specifications = Industry-leading 8 experts top-2 routing (Industry-leading Grok-1 MoE xAI 2024 + Industry-leading 8 experts top-2 + Industry-leading xAI flagship) + Industry-leading 314B params/86B active + Industry-leading xAI flagship MoE + Industry-leading Apache 2.0 largest open MoE 2024。
主な特徴・仕組み
- Org: Industry-leading xAI (Founded 2023 Elon Musk + Igor Babuschkin ex-DeepMind+OpenAI)
- Model: Industry-leading Grok-1 MoE flagship 2024
- Year: 2024年 (xAI open release 2024年3月)
- Method Type: Industry-leading large Sparse MoE
- MoE Config: Industry-leading 8 experts top-2 routing per token
- Total Params: Industry-leading 314B total parameters
- Active Params: Industry-leading 86B active parameters per token
- Largest Open MoE: Industry-leading largest open MoE 2024 (314B)
- License: Industry-leading Apache 2.0 open license
- Context: Industry-leading 8K context window (limited vs Mixtral 64K)
- Founder Elon Musk: Industry-leading Elon Musk + Igor Babuschkin xAI founders
- Open Release: Industry-leading xAI open release strategy
- Industry-Leading: Industry-leading xAI largest open MoE 314B Apache 2.0 2024
スペック比較表
| LLM MoE (2023-2024) | Year | Org | Config | Total/Active | Industry Position |
|---|---|---|---|---|---|
| Grok-1 MoE | 2024 | xAI | 8 experts top-2 | 314B/86B | Industry-leading xAI Grok MoE |
| Mixtral 8x7B | 2023 | Mistral AI | 8 experts top-2 | 47B/13B | Industry-leading first open MoE |
| Mixtral 8x22B Instruct | 2024 | Mistral AI | 8 experts top-2 | 141B/39B | Industry-leading Mistral large MoE |
| DBRX MoE | 2024 | Databricks | 16 experts top-4 | 132B/36B | Industry-leading Databricks MoE |
| Qwen1.5-MoE-A2.7B | 2024 | Alibaba Qwen | 60 experts top-4 | 14.3B/2.7B | Industry-leading Qwen small MoE |
具体例・対応製品
- Grok-1 MoE (2024年, xAI Elon Musk + Igor Babuschkin): Industry-leading xAI flagship MoE
- Industry-leading 8 experts top-2 routing per token: Industry-leading 8 experts top-2
- Industry-leading 314B total + 86B active parameters: Industry-leading 314B/86B active
- Industry-leading largest open MoE 2024 (314B): Industry-leading largest open MoE 314B
- Industry-leading Apache 2.0 open license + xAI open release: Industry-leading Apache 2.0 + xAI open
- 競合 Mixtral 8x7B + Mixtral 8x22B Instruct + DBRX + Qwen1.5-MoE: Industry-leading MoE competitors
選び方・注意点
Grok-1 MoE は「Industry-leading 8 experts top-2 routing + 314B/86B active」「Industry-leading xAI flagship MoE + Apache 2.0 largest open MoE」用途のIndustry-leading 2024年xAI Elon Musk + Igor Babuschkin発表product。Industry-leading 8 experts top-2 (Industry-leading 8 experts top-2 routing per token + Industry-leading Grok-1 8 experts top-2 signature + Industry-leading Mixtral-like 8 experts) で Industry-leading 8 experts top-2 + Industry-leading Grok-1 signature + Industry-leading Mixtral-like 8 experts。Industry-leading 314B/86B active (Industry-leading 314B total + 86B active parameters + Industry-leading Grok-1 314B/86B signature + Industry-leading largest active params 86B) で Industry-leading 314B/86B + Industry-leading Grok-1 signature + Industry-leading largest 86B active。Industry-leading largest open MoE (Industry-leading largest open MoE 2024 314B + Industry-leading xAI largest open release signature + Industry-leading 314B parameters largest 2024) で Industry-leading largest open MoE + Industry-leading xAI signature + Industry-leading 314B largest 2024。Industry-leading Apache 2.0 (Industry-leading Apache 2.0 open license + Industry-leading xAI Apache 2.0 signature + Industry-leading xAI open release strategy) で Industry-leading Apache 2.0 + Industry-leading xAI signature + Industry-leading open release strategy。Industry-leading Elon Musk xAI (Industry-leading Elon Musk + Igor Babuschkin xAI founders + Industry-leading xAI 2023 Founded Elon Musk + Industry-leading Igor Babuschkin ex-DeepMind+OpenAI + Industry-leading 8K context window limited vs Mixtral 64K) で Industry-leading Elon Musk + Igor Babuschkin + Industry-leading xAI 2023 + Industry-leading ex-DeepMind+OpenAI + Industry-leading 8K context limited。但しIndustry-leading Mixtral 8x7B + Mixtral 8x22B Instruct + DBRX + Qwen1.5-MoE competition で Industry-leading 4-MoE competitors vs Grok-1 MoE + Industry-leading large Sparse MoE + 8 experts top-2 routing + 314B total + 86B active + largest open MoE 2024 (314B) + Apache 2.0 open license + 8K context window + Elon Musk + Igor Babuschkin xAI founders ex-DeepMind+OpenAI + xAI 2023 Founded 2024 unique advantage adoption alignment必須。
関連用語との違い
- vs Mixtral 8x22B Instruct (Mistral 2024): Grok-1は8 experts top-2 + 314B/86B largest open + xAI・Mixtral 8x22Bは141B/39B + instruction-tuned + Mistral
- vs DBRX MoE (Databricks 2024): Grok-1は8 experts top-2 + 314B largest + xAI・DBRXは16 experts top-4 fine-grained + 132B + Databricks
- vs Qwen1.5-MoE-A2.7B (Alibaba 2024): Grok-1は8 experts large 314B/86B + xAI・Qwen1.5-MoEは60 experts small 14.3B/2.7B + Alibaba
よくある質問（FAQ）
Q1: Grok-1 MoE vs DBRX MoE 違いは？ A: Grok-1 MoE (Industry-leading 8 experts top-2 routing + 314B total + 86B active + largest open MoE 2024 + Apache 2.0 + 8K context window + Elon Musk + Igor Babuschkin xAI founders ex-DeepMind+OpenAI 2024) vs DBRX MoE (Industry-leading 16 experts top-4 fine-grained routing + 132B total + 36B active + fine-grained + Databricks Open Model License + 32K context + Databricks Mosaic AI 2024)・Industry-leading 8 experts top-2 + 314B/86B + largest open + Apache 2.0 + 8K + Elon Musk + xAI = Grok-1 + Industry-leading 16 experts top-4 + 132B/36B + fine-grained + Databricks + 32K = DBRX preference judgment。
Q2: Industry-leading 314B/86B active + largest open MoE value は？ A: Industry-leading 314B/86B + largest open (Industry-leading 314B total + 86B active parameters + Industry-leading largest open MoE 2024 314B + Industry-leading Grok-1 dual signature)。
Q3: Industry-leading Elon Musk + xAI + Apache 2.0 value は？ A: Industry-leading Elon Musk + xAI + Apache 2.0 (Industry-leading Elon Musk + Igor Babuschkin xAI founders + Industry-leading xAI 2023 Founded + Industry-leading Apache 2.0 open license + Industry-leading xAI open release strategy 2024)。
まとめ
Grok-1 MoE = 2024年xAI Elon Musk + Igor Babuschkin発表のlarge MoE LLM。Industry-leading large Sparse MoE + Industry-leading 8 experts top-2 routing per token + Industry-leading 314B total parameters + Industry-leading 86B active parameters per token + Industry-leading largest open MoE 2024 (314B) + Industry-leading Apache 2.0 open license + Industry-leading 8K context window + Industry-leading Elon Musk + Igor Babuschkin xAI founders ex-DeepMind+OpenAI + Industry-leading xAI 2023 Founded + Industry-leading xAI open release strategy + Industry-leading xAI largest open MoE 314B Apache 2.0 2024 position確立。