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EventsOpen-weight and Open-source Model Ecosystemevent_4df030e6a0d71bf5

DogukanUrker:2082382102780166311

FACTAI JUDGMENTDetected 4 days ago
ShareTrack Event
01

Factual Description

X post: User: @DogukanUrker Post ID: 2082382102780166311 Text: running Ornith-1.0-9B with MTP on a single RTX 3060. 12GB VRAM. 9B params. 245K context. ~77 tok/s. zero CPU offload,

Event TypeSource Update
DetectedJul 29, 2026
TopicOpen-weight and Open-source Model Ecosystem
02

Core Technical Contributions

change point: X post: User: @DogukanUrker Post ID: 2082382102780166311 Text: running Ornith-1.0-9B with MTP on a single RTX 3060. 12GB VRAM. 9B params. 245K context. ~77 tok/s. zero CPU offload,

llm
03

AI Impact Judgment

This update may affect teams tracking open_weight_and_open_source_model_ecosystem.

Confidence0%
Importance56
Evidence1
04

Raw Evidence Links

Twitter Search QueryDogukanUrker:2082382102780166311

X post: User: @DogukanUrker Post ID: 2082382102780166311 Text: running Ornith-1.0-9B with MTP on a single RTX 3060. 12GB VRAM. 9B params. 245K context. ~77 tok/s. zero CPU offload,

Event Contextevent_4df030e6a0d71bf5
ID
event_4df030e6a0d71bf5
Entity Map
llm
Confidence Score
0% Watching
Observer Node
open_weight_and_open_source_model_ecosystem
Processing Latency
Batch observed

Maturity vs Risk Vector

MaturityUnknown
Risk FlagsUnknown Stage
Confidence0%

Raw JSON Payload

{
  "event_id": "event_4df030e6a0d71bf5",
  "topic_id": "open_weight_and_open_source_model_ecosystem",
  "event_type": "Source Update",
  "event_time": "2026-07-29T21:31:59.525525Z",
  "title": "DogukanUrker:2082382102780166311",
  "summary": "X post:\nUser: @DogukanUrker\nPost ID: 2082382102780166311\nText: running Ornith-1.0-9B with MTP on a single RTX 3060. 12GB VRAM. 9B params. 245K context. ~77 tok/s. zero CPU offload,",
  "contribution": "change point: X post:\nUser: @DogukanUrker\nPost ID: 2082382102780166311\nText: running Ornith-1.0-9B with MTP on a single RTX 3060. 12GB VRAM. 9B params. 245K context. ~77 tok/s. zero CPU offload,",
  "impact": "This update may affect teams tracking open_weight_and_open_source_model_ecosystem.",
  "maturity": "Unknown",
  "confidence": 0,
  "importance_score": 0.563,
  "risk_flags": [
    "Unknown Stage"
  ],
  "evidence_count": 1
}

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