VLM CORE // BOOTING
CAMERA RESOLUTION: AUTO SYSTEM: ONLINE

matt@spark-1:~$ cd vlm_training

matt@spark-1:~/vlm_training$ source .venv/bin/activate

(.venv) matt@spark-1:~/vlm_training$ cat .deepspeed_env

NCCL_SOCKET_IFNAME=enp1s0f1np1,enP2p1s0f1np1

GLOO_SOCKET_IFNAME=enp1s0f1np1,enP2p1s0f1np1

(.venv) matt@spark-1:~/vlm_training$ ./run_sft_persistent.sh

Initializing DeepSpeed distributed ring...

Using 2 hosts over 100G interfaces...

[INFO] NCCL successfully bound to Mellanox CX7 adapters

[INFO] Initializing Ring [0] on NET/IB/0

[INFO] Initializing Ring [1] on NET/IB/1

Step 46340/325732 resumed. Loss: 0.2014

Step 47220/325732. Saving adapter weights...

CLUSTER TOPOLOGY
Spark-1 (Master)
IP: 10.100.48.2
Spark-2 (Worker)
IP: 10.100.48.1
MODE 0 // GROUNDING & DETECTION
PLANTS DETECTED: 0
MODE 1 // STRUCTURED DIAGNOSTICS
BIOMASS INFERENCE

VLM ESTIMATION OUTPUT

{
  "type": "viable",
  "health": "adult",
  "estimated_diameter_cm": 52.4,
  "estimated_weight_kg": 28.7
}
MODE 2 // CONVERSATIONAL QA
ANOMALY DETECTED
[AGRONOMIC ADVICE REPORT]
Weed QA Check: Weed density exceeds 15% in adjacent furrows. Rework required.
Pruning Check: Stub cuts detected at leaf base. Remediation: Trim base clean to prevent bud rot.
Crop vertical view
APPLE ORCHARD MODULE
Fruit Load Prediction
INCIDENCE: 42 apples / branch
SIZE DISTRIBUTION: 72mm - 85mm (Standard Grade)
YIELD FORECAST ACCURACY: 96.2%
FARMAGENT OPERATIONAL ENGINE
Translating Visual Pixels into Physical Plans.
KNOW WHAT YOU GROW.
Auto-Advance

VIDEO SCENES

0:00 1. Introduction (The Sensorium)
0:15 2. Model & Training (The Forge)
0:40 3. Lesson 1 (Dense Grounding)
0:55 4. Lesson 2 (Sizing & Diagnostics)
1:10 5. Lesson 3 (Conversational QA)
1:25 6. Verticals (Apple & Grapes)
1:45 7. Outro (Orchestration Engine)

VLM Dialog Voiceover

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System Overlay

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