Independent publisher
Marcus Nogueira
marcusnogueira
Compare the published evidence
This profile connects the 3 model and dataset records shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.
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Models
Pre-quantized LLM.int8() checkpoint of meta-llama/Llama-Guard-3-1B at revision acf7aafa60f0410f8f42b1fa35e077d705892029. LLM.int8() stores the main linear weights in INT8 while dynamically processing outlier features through its higher-precision path. This is not the same scheme as static INT8 W8A8 quantization. The resolved source revision, package versions, module inventory, tensor dtypes, and file hashes are recorded in quantizationmanifest.json, runtimeenvironment.json, verification.json, and SHA256SUMS. This checkpoint passed four fixed English/Portuguese safe/unsafe smoke cases in both BF16 and FP16 with vLLM 0.31.0, bitsandbytes 0.50.2, and vllm-bnb-plugin 0.0.3 on an NVIDIA A40.…
SmoothQuant + GPTQ W8A8 INT8 checkpoint of ibm-granite/granite-guardian-4.1-8b at immutable revision ab01ccca5dcfb80246369a086a4a87a29198f5af. - Smoothing strength (alpha): 0.5 The resolved base revision, full quantization configuration, package versions, architecture mapping inventory, tensor inventory, and file hashes are included in the checkpoint metadata. vLLM smoke-test evidence is added before publication. This checkpoint passed four fixed English/Portuguese safe/unsafe smoke cases in BF16 with vLLM 0.31.0 on an NVIDIA A40. vLLM loaded the serialized compressed-tensors W8A8 configuration directly; no on-the-fly quantization was used. BF16 is the selected runtime compute dtype for the…