This repository contains InferenceGemm/Tensor Work Proof W8A8 quantized checkpoint artifacts derived from Qwen/Qwen3.5-27B. It is not an official Qwen release.

igemm-quantized-*.safetensors: quantized tensor payloads.
manifest.json: verifier-facing tensor manifest and Merkle roots.
index.json: checkpoint index for the quantized tensor shards.
runtime-alias-audit.json, when present: runtime-to-manifest alias audit.
tokenizer/config files copied from the base model directory.

Benchmark Status

Strict SGLang on a Vast.ai NVIDIA A100-SXM4-80GB: 105.26 baseline tok/s, 96.97 receipt-mode tok/s, 7.87% overhead, 1 accepted strict Tensor Work Receipt, 30,096-byte canonical receipt, and Go strict dense policy verification.

The paper benchmark rows were produced with strict SGLang Tensor Work Receipt emission and Go verification. The raw benchmark logs, receipts, and local evidence packet are intentionally not uploaded to this model repository.

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These files are intended for the Quai InferenceGemm harness in this repository, not vanilla transformers weight loading:

checkpoints/<this-checkpoint>/

Use the base model tokenizer/config with the InferenceGemm quantized payloads and verifier manifest.

Upstream

Base model: Qwen/Qwen3.5-27B
Upstream license: apache-2.0

Redistribution must comply with the upstream model license and applicable export control restrictions.

dominant-strategies/quai-qwen3.5-27b-igemm-int8

Quai Inference Qwen3.5-27B IGEMM Int8

Contents

Benchmark Status

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Upstream

dominant-strategies/
quai-qwen3.5-27b-igemm-int8