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docs(mining): record Gemma/Qwen Pearl validation blockers
Record H100 validation findings for planned Gemma/Qwen Pearl models and keep them planned until public artifacts pass runtime validation.
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@@ -23,6 +23,23 @@ The current validated model remains:
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pearl-ai/Llama-3.3-70B-Instruct-pearl
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```
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## Current Validation Findings
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The H100 smoke run validated the default Llama Pearl model end to end through
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`jarvis mine start`, vLLM `/v1/models`, OpenJarvis inference routing, Pearl
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gateway template refresh, and `jarvis mine validate-model`.
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The Qwen and Gemma targets remain planned:
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- `pearl-ai/Qwen3.5-9B-pearl`, `pearl-ai/Qwen3.6-27B-pearl`, and
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`pearl-ai/Gemma-4-E4B-it-pearl` are not publicly available artifacts yet.
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- `pearl-ai/Gemma-4-31B-it-pearl` exists and selects Pearl mining kernels on
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H100, but vLLM fails during Gemma4 multimodal profiling because the published
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artifact is missing processor/preprocessor metadata required by Transformers.
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A local cache experiment proved the processor can be loaded only after
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injecting metadata from `google/gemma-4-31B-it`; that is not sufficient for
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OpenJarvis promotion because a clean user install would still fail.
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## Enablement Checklist
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1. Reproduce the current Llama Pearl model recipe.
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@@ -34,6 +51,8 @@ pearl-ai/Llama-3.3-70B-Instruct-pearl
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2. Convert the target model.
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- Start with `Qwen/Qwen3.5-9B`; it is the smallest target.
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- Generate Pearl-compatible quantized weights and metadata.
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- For Gemma4 artifacts, include the base model's processor metadata required
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by vLLM's Gemma4 multimodal profiler.
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- Publish under the planned `pearl-ai/*-pearl` id or a staging namespace.
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3. Validate the Pearl vLLM plugin path.
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