docs(misc): point GB200 fine-tunes at the card's own import

The Qwen3.6-35B-A3B GB200 SFT/PEFT items and the DeepSeek-V4-Flash GB200
SFT, long-context SFT and PEFT items read --pretrained_checkpoint
directories that no item on their card writes. Point them at the path the
card's GPU import writes, as the sibling items already do, and regenerate
the catalog and model pages.

Detected by: megatron-bridge QA (NVBug 6875021)

Signed-off-by: Pruthviraj Prakash <pruprakash@nvidia.com>

Author: pruprakash

docs/_static/model-verification/catalog-v1.json

@@ -912,7 +912,7 @@
             }
           ],
           "commands": [
-            "./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_gb200_config --mode sft --step-func dsv4_step --pretrained_checkpoint work/models/deepseek-v4-flash-megatron --save_dir work/model-verification/dsv4-flash/sft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 'model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL' scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180"
+            "./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_gb200_config --mode sft --step-func dsv4_step --pretrained_checkpoint work/model-verification/dsv4-flash/import-gpu/iter_0000000 --save_dir work/model-verification/dsv4-flash/sft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 'model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL' scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180"
           ],
           "dimensions": {},
           "enabled_features": {
@@ -984,7 +984,7 @@
             }
           ],
           "commands": [
-            "./scripts/training/train.sh --nodes 16 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_config --step-func dsv4_step --pretrained_checkpoint work/models/deepseek-v4-flash-megatron --save_dir work/model-verification/dsv4-flash/sft-long-context-ref --save_interval 100 --max_steps 100 model.pipeline_model_parallel_size=4 'model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL' model.context_parallel_size=2 model.cp_partition_mode=contiguous model.expert_model_parallel_size=8 model.moe_grouped_gemm=false model.recompute_granularity=full model.recompute_method=uniform model.recompute_num_layers=1 dataset.seq_length=1024 scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180"
+            "./scripts/training/train.sh --nodes 16 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_config --step-func dsv4_step --pretrained_checkpoint work/model-verification/dsv4-flash/import-gpu/iter_0000000 --save_dir work/model-verification/dsv4-flash/sft-long-context-ref --save_interval 100 --max_steps 100 model.pipeline_model_parallel_size=4 'model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL' model.context_parallel_size=2 model.cp_partition_mode=contiguous model.expert_model_parallel_size=8 model.moe_grouped_gemm=false model.recompute_granularity=full model.recompute_method=uniform model.recompute_num_layers=1 dataset.seq_length=1024 scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180"
           ],
           "dimensions": {},
           "enabled_features": {
@@ -1023,7 +1023,7 @@
             }
           ],
           "commands": [
-            "./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_peft_openmath_thinking_packed_gb200_config --mode lora --step-func dsv4_step --pretrained_checkpoint work/models/deepseek-v4-flash-megatron --save_dir work/model-verification/dsv4-flash/peft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 'model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL' scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180"
+            "./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_peft_openmath_thinking_packed_gb200_config --mode lora --step-func dsv4_step --pretrained_checkpoint work/model-verification/dsv4-flash/import-gpu/iter_0000000 --save_dir work/model-verification/dsv4-flash/peft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 'model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL' scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180"
           ],
           "dimensions": {},
           "enabled_features": {
@@ -9911,7 +9911,7 @@
             }
           ],
           "commands": [
-            "./scripts/training/train.sh --nodes 2 --gpus-per-node 4 --recipe qwen35_vl_35b_a3b_sft_8gpu_gb200_bf16_functional_config --dataset medpix --pretrained_checkpoint work/model-verification/qwen3.6-35b-a3b/gb200-imported/iter_0000000 --max_steps 100 --warmup_iters 10 'dataset.source.load_kwargs={revision:69eb219d477ab8699296da1fd6b89beb768042d3}' 'dataset.source.adapter_kwargs={resized_height:448,resized_width:448}' dataset.hf_processor_path=Qwen/Qwen3.6-35B-A3B 'dataset.hf_processor_kwargs={revision:995ad96eacd98c81ed38be0c5b274b04031597b0}' scheduler.lr_decay_iters=100 model.hf_model_id=Qwen/Qwen3.6-35B-A3B model.bos_token_id=248044 logger.save_config_filepath=work/model-verification/qwen3.6-35b-a3b/gb200-sft/resolved-config.yaml"
+            "./scripts/training/train.sh --nodes 2 --gpus-per-node 4 --recipe qwen35_vl_35b_a3b_sft_8gpu_gb200_bf16_functional_config --dataset medpix --pretrained_checkpoint work/model-verification/qwen3.6-35b-a3b/imported-megatron/iter_0000000 --max_steps 100 --warmup_iters 10 'dataset.source.load_kwargs={revision:69eb219d477ab8699296da1fd6b89beb768042d3}' 'dataset.source.adapter_kwargs={resized_height:448,resized_width:448}' dataset.hf_processor_path=Qwen/Qwen3.6-35B-A3B 'dataset.hf_processor_kwargs={revision:995ad96eacd98c81ed38be0c5b274b04031597b0}' scheduler.lr_decay_iters=100 model.hf_model_id=Qwen/Qwen3.6-35B-A3B model.bos_token_id=248044 logger.save_config_filepath=work/model-verification/qwen3.6-35b-a3b/gb200-sft/resolved-config.yaml"
           ],
           "dimensions": {},
           "enabled_features": {
@@ -10054,7 +10054,7 @@
             }
           ],
           "commands": [
-            "./scripts/training/train.sh --nodes 2 --gpus-per-node 4 --recipe qwen35_vl_35b_a3b_peft_8gpu_gb200_bf16_functional_config --dataset medpix --pretrained_checkpoint work/model-verification/qwen3.6-35b-a3b/gb200-imported/iter_0000000 --max_steps 100 --warmup_iters 10 'dataset.source.load_kwargs={revision:69eb219d477ab8699296da1fd6b89beb768042d3}' 'dataset.source.adapter_kwargs={resized_height:448,resized_width:448}' dataset.hf_processor_path=Qwen/Qwen3.6-35B-A3B 'dataset.hf_processor_kwargs={revision:995ad96eacd98c81ed38be0c5b274b04031597b0}' scheduler.lr_decay_iters=100 model.hf_model_id=Qwen/Qwen3.6-35B-A3B model.bos_token_id=248044 logger.save_config_filepath=work/model-verification/qwen3.6-35b-a3b/gb200-peft/resolved-config.yaml"
+            "./scripts/training/train.sh --nodes 2 --gpus-per-node 4 --recipe qwen35_vl_35b_a3b_peft_8gpu_gb200_bf16_functional_config --dataset medpix --pretrained_checkpoint work/model-verification/qwen3.6-35b-a3b/imported-megatron/iter_0000000 --max_steps 100 --warmup_iters 10 'dataset.source.load_kwargs={revision:69eb219d477ab8699296da1fd6b89beb768042d3}' 'dataset.source.adapter_kwargs={resized_height:448,resized_width:448}' dataset.hf_processor_path=Qwen/Qwen3.6-35B-A3B 'dataset.hf_processor_kwargs={revision:995ad96eacd98c81ed38be0c5b274b04031597b0}' scheduler.lr_decay_iters=100 model.hf_model_id=Qwen/Qwen3.6-35B-A3B model.bos_token_id=248044 logger.save_config_filepath=work/model-verification/qwen3.6-35b-a3b/gb200-peft/resolved-config.yaml"
           ],
           "dimensions": {},
           "enabled_features": {

docs/fern/versions/nightly/pages/models/deepseek/deepseek-v4.mdx

@@ -315,7 +315,7 @@ Choose a workflow, precision, and exact recorded combination. The command and ex
             <span>Command</span>
             <button type="button" class="verification-copy-command">Copy</button>
           </div>
-          <pre><code class="language-bash">./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_gb200_config --mode sft --step-func dsv4_step --pretrained_checkpoint work/models/deepseek-v4-flash-megatron --save_dir work/model-verification/dsv4-flash/sft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 &#x27;model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL&#x27; scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180</code></pre>
+          <pre><code class="language-bash">./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_gb200_config --mode sft --step-func dsv4_step --pretrained_checkpoint work/model-verification/dsv4-flash/import-gpu/iter_0000000 --save_dir work/model-verification/dsv4-flash/sft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 &#x27;model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL&#x27; scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180</code></pre>
         </div>
       </section>
       <section class="verification-expected-result">
@@ -365,7 +365,7 @@ Choose a workflow, precision, and exact recorded combination. The command and ex
             <span>Command</span>
             <button type="button" class="verification-copy-command">Copy</button>
           </div>
-          <pre><code class="language-bash">./scripts/training/train.sh --nodes 16 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_config --step-func dsv4_step --pretrained_checkpoint work/models/deepseek-v4-flash-megatron --save_dir work/model-verification/dsv4-flash/sft-long-context-ref --save_interval 100 --max_steps 100 model.pipeline_model_parallel_size=4 &#x27;model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL&#x27; model.context_parallel_size=2 model.cp_partition_mode=contiguous model.expert_model_parallel_size=8 model.moe_grouped_gemm=false model.recompute_granularity=full model.recompute_method=uniform model.recompute_num_layers=1 dataset.seq_length=1024 scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180</code></pre>
+          <pre><code class="language-bash">./scripts/training/train.sh --nodes 16 --gpus-per-node 4 --recipe deepseek_v4_flash_sft_openmath_thinking_packed_config --step-func dsv4_step --pretrained_checkpoint work/model-verification/dsv4-flash/import-gpu/iter_0000000 --save_dir work/model-verification/dsv4-flash/sft-long-context-ref --save_interval 100 --max_steps 100 model.pipeline_model_parallel_size=4 &#x27;model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL&#x27; model.context_parallel_size=2 model.cp_partition_mode=contiguous model.expert_model_parallel_size=8 model.moe_grouped_gemm=false model.recompute_granularity=full model.recompute_method=uniform model.recompute_num_layers=1 dataset.seq_length=1024 scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180</code></pre>
         </div>
       </section>
       <section class="verification-expected-result">
@@ -423,7 +423,7 @@ Choose a workflow, precision, and exact recorded combination. The command and ex
             <span>Command</span>
             <button type="button" class="verification-copy-command">Copy</button>
           </div>
-          <pre><code class="language-bash">./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_peft_openmath_thinking_packed_gb200_config --mode lora --step-func dsv4_step --pretrained_checkpoint work/models/deepseek-v4-flash-megatron --save_dir work/model-verification/dsv4-flash/peft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 &#x27;model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL&#x27; scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180</code></pre>
+          <pre><code class="language-bash">./scripts/training/train.sh --nodes 8 --gpus-per-node 4 --recipe deepseek_v4_flash_peft_openmath_thinking_packed_gb200_config --mode lora --step-func dsv4_step --pretrained_checkpoint work/model-verification/dsv4-flash/import-gpu/iter_0000000 --save_dir work/model-verification/dsv4-flash/peft-ref --save_interval 100 --max_steps 100 --seq_length 1024 --pipeline_model_parallel_size 4 --context_parallel_size 1 --expert_model_parallel_size 8 &#x27;model.pipeline_model_parallel_layout=Et*11|t*11|t*11|t*10mL&#x27; scheduler.lr_warmup_iters=10 scheduler.lr_decay_iters=100 validation.eval_interval=0 validation.eval_iters=0 rng.seed=5678 ddp.check_for_nan_in_grad=true ddp.check_for_large_grads=true rerun_state_machine.check_for_nan_in_loss=true checkpoint.exit_on_missing_checkpoint=false checkpoint.load=null checkpoint.load_optim=false checkpoint.load_rng=false checkpoint.save_optim=false ddp.overlap_grad_reduce=false logger.log_interval=1 logger.log_throughput=true logger.tensorboard_dir=null dist.distributed_timeout_minutes=180</code></pre>
         </div>
       </section>
       <section class="verification-expected-result">