Commit Graph
6 Commits
Author SHA1 Message Date
Ubuntu 425d738625 gateway: bill Tinfoil's per-request charges on the audio paths
Tinfoil bills voxtral-tts $0.002 and whisper-large-v3-turbo $0.01 per REQUEST,
with $0 per token for both. Reading only the two token prices in its model list
made TTS look free and left STT billed at an older catalog's $0.05/1M tokens, so
neither matched what the co-op actually pays.

LiteLLM cannot express a per-request charge on the audio paths: per-request
pricing exists only on the search/rerank/MCP paths via input_cost_per_query, and
input_cost_per_request is read only by the proxy's cost-tracking settings, never
by the model cost calculator.

So patch_audio_request_cost.py, a build-time patch in the same shape as
patch_image_cost.py, makes response_cost_calculator honour a declared
input_cost_per_request. That function is the single funnel for every call type —
the proxy dispatches audio as `aspeech` and `transcription` and reaches it
through Logging._response_cost_calculator — so one insertion covers both. The
charge resolves from the per-deployment custom_pricing the logging layer builds
from our model_info, then the shared cost map, then call metadata, and the patch
is inert for any model that declares nothing.

config.yaml declares the real charges: $0.002/request for voxtral-tts, and
$0.01/request for whisper with its token price corrected to $0.

Verified before committing: the patch applies to the installed 1.103.2 anchors
and compiles; the helper's resolution order passes unit checks (all branches,
plus inert and garbage cases); the resulting config validates as YAML with all
12 entries intact. End-to-end spend is proven after deploy by a real TTS/STT call.

Refs code/litellm#5
2026-10-26 20:45:06 +00:00
Inferencebot d082957167 README: document the audio keep-alive scheduled task 2026-10-12 19:33:18 -06:00
Inferencebot b9af62a614 README: current base image v1.103.2 2026-10-02 15:32:49 -06:00
Inferencebot 23f73cf6ae README: current architecture (3 providers, portal key injection, hardening), remove MVP model list (point to co-op/docs as source of truth), all provider env vars, member-key verification kept 2026-10-02 01:08:34 -06:00
inference-co-op-bot e8c7a55933 Add upgrade runbook + bake memory limit and LITELLM_MIGRATION_DIR into packaging
The 2026-10-02 outage had three causes the runbook now prevents:
- floating tag drift (README now mandates exact-tag pinning)
- 256MB default cgroup cap OOM-killing the prisma migration engine
  (manifest now sets memoryLimit: 2147483648)
- no _prisma_migrations ledger -> P3005 crash-loop on boot
  (start.sh now exports LITELLM_MIGRATION_DIR=/app/data/migrations)

README 'Updating LiteLLM' section rewritten from the old (wrong)
floating-tag procedure into a runbook with rules + verify checklist.
2026-10-02 00:52:50 -06:00
inference-bot b9b4620e52 Initial commit: LiteLLM Cloudron app package for Inference Cooperative 2026-09-03 21:55:54 -06:00