This repository contains the preserved LoRA adapter checkpoint, tokenizer and native chat template. It requires the original base model Qwen/Qwen3.6-35B-A3B at revision 995ad96eacd98c81ed38be0c5b274b04031597b0; it is not a standalone merged model. Adapter SHA256: 9bb6cc8bdd71bd126112a1e9b6965352b509f3ca6e8938be3276757d81edeaa8. Size: 130,065,504 bytes; 380 FP32 tensors / 32,501,760 parameters. The NCA adapter already includes the continued V6 weights: apply it directly to the original base, do not stack it on top of V6. Continued a copy of V6 SFT with NCApair preference loss (not standard DPO). The reference was the exact frozen V6 adapter. One epoch of 184 training pairs (149 coding, 35…
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Ruixiao Yang
Ruixiao
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This repository contains the preserved LoRA adapter checkpoint, tokenizer and native chat template. It requires the original base model Qwen/Qwen3.6-35B-A3B at revision 995ad96eacd98c81ed38be0c5b274b04031597b0; it is not a standalone merged model. Adapter SHA256: 420b8682d0e042f110f521a28a6f85e95491b343d1fb73bafb669e3b0004db91. Size: 130,065,504 bytes; 380 FP32 tensors / 32,501,760 parameters. This is the final step-94 V6 adapter. Fresh original base; attention-only LoRA rank 32, alpha 32, dropout 0; BF16 base and FP32 adapter. Experts, routers, vision, embeddings and LM head were frozen. One epoch, 94 optimizer updates, LR 1e-5, microbatch 1, accumulation 16, warmup ratio 0.05, weight…