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Evo 2 training budget Science GPU · 4 turns · 2 receiptsEffort HighAll claims cited
What did the Evo 2 run cost us in September?
JU
Jude2.9 s · receipt RC-55209
September: 188.0 A100 hours, £1,316.00, one stopped run (R-33, out of memory at step 41,200) 2 3.
And where are we against the Q4 cap?
JU
Jude1.8 s · receipt RC-55211
Q4 cap £7,200; £1,486.80 used, 21%. October cap £2,400 6.
Compare A100 and H100 cost for the Evo 2 40B fine-tune using our real Civo usage this month.
JU
JudeJudeAI · Qwen 27B on Civo · 6.8 s
Only A100 is placeable today; the UK South H100 pool has no capacity 1. October so far: 212.4 A100 hours, £1,486.80 2.
| Option | Hours | £ / h | Oct total | Status |
|---|---|---|---|---|
| 1 × A100 80GB · UK South | 212.4 | 7.00 | £1,486.80 | running |
| 1 × H100 80GB · UK South | 0 | 11.40 | £0 | no capacity |
| 2 × A100 80GB | 0 | 14.00 | £0 | 1 at a time |
Mean GPU utilisation 71%; eval jobs idle the card 22% of nights 3. Moving eval to 01:00 to 06:00 and batching saves about £310 this month 3 4.
Training run plan · v3 Cost chartopened in the canvas
Sources6 cited · all read
| # | Source | Where | Used |
|---|---|---|---|
| 1 | Civo capacity · UK South | API · 11:02 | H100 status |
| 2 | Invoice INV-208114 | Judiverse Mail | Oct spend |
| 3 | edge-train-controller logs | intenJude · 12 Oct | Utilisation |
| 4 | train/plan.yaml @ 4f2c91a | intenJude | Schedule |
| 5 | # science-gpu · 09:40 | Agent Channel | Run owner |
| 6 | Q4 GPU budget | Vault · sheet | £2,400 cap |
Receiptverified
ReceiptRC-55214ModelJudeAI · Qwen 27B on Civo A100EffortHigh · ask first onTokens18,402 in · 1,206 outData readMail 1 · Vault 1 · Repo 2 · Logs 1 · API 1ActionsNone · read-onlySignedsha256 7c1e…a90b · 11:24:31
Turn that into a plan I can share with the Civo account team, with a schedule and the chart.
JU
Jude4.1 s · receipt RC-55215
Plan v3 is in the canvas: 10 runs, off-peak eval, forecast £2,180 against the £2,400 cap 6. Internal figures only; nothing sent.
Share as Jude DocDraft email from info@x-x.techPost to # science-gpuBook review Wed 15:00
Training run plan · Evo 2 40B canvas · v3 · edited by Jude 11:24Private Share
Oct budget£2,400Vault cap
Spent to 12 Oct£1,486.8062% of cap
Forecast 31 Oct£2,180£220 headroom
A100 hours212.471% utilised
GPU hours per day · cumulative spendbars hours · line £ · dashed forecast
Run schedule10 runs · off-peak eval
| Run | Job | GPU | Window | Hours | £ | State |
|---|---|---|---|---|---|---|
| R-41 | Evo 2 40B LoRA · stage 2 | A100 | 12 Oct 13:00 | 18.0 | 126.00 | running |
| R-42 | Eval · ClinVar subset | A100 | 13 Oct 01:00 | 4.5 | 31.50 | queued |
| R-43 | Evo 2 40B LoRA · stage 3 | A100 | 13 Oct 07:00 | 20.0 | 140.00 | queued |
| R-44 | MedGemma 27B shadow eval | A100 | 14 Oct 01:00 | 5.0 | 35.00 | queued |
| R-45 | Eval · gnomAD sample | A100 | 15 Oct 01:00 | 4.0 | 28.00 | queued |
| R-46 | Evo 2 40B LoRA · stage 4 | A100 | 15 Oct 07:00 | 22.0 | 154.00 | queued |
| R-47 | Checkpoint merge + sign | A100 | 16 Oct 09:00 | 3.0 | 21.00 | queued |
| R-48 | Eval · full benchmark | A100 | 17 Oct 01:00 | 6.0 | 42.00 | queued |
| R-49 | H100 retry · if capacity | H100 | 20 Oct | 0.0 | 0.00 | conditional |
| R-50 | Release to registry | none | 21 Oct | 0.0 | 0.00 | gated |
Keep 1 × A100Wait for H100Pause evalRecommended: keep 1 × A100 · saves £310
Tell Jude what you intend to do
JudeAI · Qwen 27B on Civo