Sahil Kadadekar

Crusadersk

https://chimeraforge.vercel.app/reports

Sahil170595
sahilkadadekar

AI & ML interests

LLM inference, quantization, refusal robustness, model evaluation, GPU serving, batching effects, post-training, MLOps, AI safety. Reports: https://chimeraforge.vercel.app/reports

Recent Activity

updated a model 3 days ago

Crusadersk/chimera-online-credit-qwen3.5-2b-20261013

published a model 4 days ago

Crusadersk/chimera-online-credit-qwen3.5-2b-20261013

updated a collection 4 days ago

Chimera research checkpoints

View all activity

Organizations

Crusadersk 's collections 3

Chimera research checkpoints

Research LoRA archives with negative results and diagnostics. Cards pin checkpoints and evidence; no broad training advantage is established.

Crusadersk/chimera-feedback-support-qwen2.5-1.5b-20261009

Text Generation • Updated 4 days ago • 1
Crusadersk/chimera-specialist-main-qwen2.5-1.5b-20261009

Text Generation • Updated 4 days ago • 1
Crusadersk/chimera-specialist-continuation-qwen2.5-1.5b-20261009

Text Generation • Updated 4 days ago • 1
Crusadersk/chimera-diagnostics-qwen2.5-1.5b-20261013

Updated 4 days ago • 1

Quality-Safety Correlation Under Quantization

Quantized model artifacts for Chimera/Banterhearts studies of benchmark preservation, refusal drift, and deployment-time safety behavior.

Crusadersk/qwen2.5-7b-awq-4bit

Text Generation • 2B • Updated Jul 6 • 31
Crusadersk/qwen2.5-7b-gptq-4bit

Text Generation • 8B • Updated Jul 6 • 14
Crusadersk/mistral-7b-awq-4bit

Text Generation • 7B • Updated Jul 6 • 26
Crusadersk/mistral-7b-gptq-4bit

Text Generation • 7B • Updated Jul 6 • 16

TR171 FP8 Safety-Tax Spine

Weight-FP8 (W8A8-e4m3) checkpoints of the six-model spine for the TR171 deployment-time safety-tax benchmark. Data-free llm-compressor recipe.

Crusadersk/Llama-3.2-1B-Instruct-FP8-Dynamic-TR171

Text Generation • 1B • Updated Aug 8 • 14
Crusadersk/Llama-3.2-3B-Instruct-FP8-Dynamic-TR171

Text Generation • 3B • Updated Aug 8 • 17
Crusadersk/gemma-2-2b-it-FP8-Dynamic-TR171

Text Generation • 3B • Updated Aug 8 • 19
Crusadersk/Mistral-7B-Instruct-v0.3-FP8-Dynamic-TR171

Text Generation • 7B • Updated Aug 8 • 23

Chimera research checkpoints

Research LoRA archives with negative results and diagnostics. Cards pin checkpoints and evidence; no broad training advantage is established.

Crusadersk/chimera-feedback-support-qwen2.5-1.5b-20261009

Text Generation • Updated 4 days ago • 1
Crusadersk/chimera-specialist-main-qwen2.5-1.5b-20261009

Text Generation • Updated 4 days ago • 1
Crusadersk/chimera-specialist-continuation-qwen2.5-1.5b-20261009

Text Generation • Updated 4 days ago • 1
Crusadersk/chimera-diagnostics-qwen2.5-1.5b-20261013

Updated 4 days ago • 1

TR171 FP8 Safety-Tax Spine

Weight-FP8 (W8A8-e4m3) checkpoints of the six-model spine for the TR171 deployment-time safety-tax benchmark. Data-free llm-compressor recipe.

Crusadersk/Llama-3.2-1B-Instruct-FP8-Dynamic-TR171

Text Generation • 1B • Updated Aug 8 • 14
Crusadersk/Llama-3.2-3B-Instruct-FP8-Dynamic-TR171

Text Generation • 3B • Updated Aug 8 • 17
Crusadersk/gemma-2-2b-it-FP8-Dynamic-TR171

Text Generation • 3B • Updated Aug 8 • 19
Crusadersk/Mistral-7B-Instruct-v0.3-FP8-Dynamic-TR171

Text Generation • 7B • Updated Aug 8 • 23

Quality-Safety Correlation Under Quantization

Quantized model artifacts for Chimera/Banterhearts studies of benchmark preservation, refusal drift, and deployment-time safety behavior.

Crusadersk/qwen2.5-7b-awq-4bit

Text Generation • 2B • Updated Jul 6 • 31
Crusadersk/qwen2.5-7b-gptq-4bit

Text Generation • 8B • Updated Jul 6 • 14
Crusadersk/mistral-7b-awq-4bit

Text Generation • 7B • Updated Jul 6 • 26
Crusadersk/mistral-7b-gptq-4bit

Text Generation • 7B • Updated Jul 6 • 16