diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b0.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..77f00a604d9fad54fb20d15b5a7f99e4b2d8247d --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b0.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_absent_b0.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_absent_b0.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_absent_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b1.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..b4c9e64292199973ccdf8eb9d4f02eaf115863e5 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b1.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_absent_b1.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_absent_b1.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_absent_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b2.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..2c9e7905593a463cd4cc5cc8e2c547f8072385e5 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_absent_b2.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_absent_b2.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_absent_b2.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_absent_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b0.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..29a34a5afc6e8448ce23518069506a0cfae6d182 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b0.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_null_b0.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_null_b0.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_null_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b1.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..954c24987e0cf3c0be51b124a7c9e960f77681f3 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b1.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_null_b1.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_null_b1.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_null_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b2.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..15bacaf3b77396aece47ca2b1b050ec8af7a01e4 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_null_b2.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_null_b2.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_null_b2.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_null_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b0.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..2ba4ce727231932fe154d3eb511dbdbb266a62ed --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b0.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_p0.6670_b0.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_p0.6670_b0.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_p0.6670_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b1.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..76a3850d4b27c0513103d3a0896745b138ce7a2c --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b1.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_p0.6670_b1.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_p0.6670_b1.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_p0.6670_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b2.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..750f518b97f925200d12c27a1622174478d2717c --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p0.6670_b2.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_p0.6670_b2.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_p0.6670_b2.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_p0.6670_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b0.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..28fd819370834f9d5edebed3cf7a74b753da825d --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b0.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_p1_b0.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_p1_b0.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_p1_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b1.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..2d064dbca082b8697dc0cc2b96e7acd076fb9b69 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b1.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_p1_b1.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_p1_b1.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_p1_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b2.log b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..701715f5094dc7a1116fb2c58636cbfdd8da965f --- /dev/null +++ b/logs/probe_pos12288_armB/csv/1b_run8_T16384_yarn_p1_b2.log @@ -0,0 +1,43 @@ +=== Llama Context Parallel Training Script (bluscriptCP) === +[CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels) +================ Configuration (bluscriptCP) ================ + d_model/layers : 1536 / 36 + q/kv heads : 12 / 4 (G=3, hd=128) + ffn_hidden : 4096 (SwiGLU) + context_length : 16384 + vocab_size : 50304 tying=0 + B x T : 1 x 16384 + world_size : 1 (dp=1 x cp=1) + CP_ATTN_MODE : ring (load_balance=HeadTail) + global_batch : 524288 (grad_accum=32) + optimizer : AdamW [DDP] + precision : fp32 everywhere + max_lr/min_lr : 0.0006 / 6e-05 + warmup/steps : 91 / 917 (cosine, no stable phase) + checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp) +============================================================= +Initializing model on CUDA device 0... +[YaRN][warn] seq_len(16384) != scale(4.000)*orig_maxpos(1024.0)=4096.0 -- cache scaled for a different context than it is sized for +[YaRN] build_rope_cache: seq_len=16384 hd=128 scale=4.000 low=7 high=25 m=1.1386 +[InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run15_step_400.ckpt (base step 400, loss 1.45028) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP +Parameters: 1060624896 +Parameters per GPU: 1060624896 +max_steps: 917 +warmup_steps: 91 +found 100 shards for split train +found 1 shards for split val +Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log9.csv (resume run 9) +[rope_theta] 500000 from checkpoints_bluscriptcp/blumodelcp_run9.meta (authoritative) +Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run9_step_.ckpt (every 50 steps, keep 6) +[eval] shared token stream: 131073 int32 tokens from probe_pos12288_armB/needles/needle_T16384_p1_b2.bin (B forced to 1 for HF-scorer parity) +[eval] PPL-vs-position: 8 windows (skip=0) x B=1 Tglobal=16384 Tlocal=16384 cp=1 (YARN_SCALE via env) -> probe_pos12288_armB/csv/ppl_needle_T16384_p1_b2.csv +[eval] per-position NLL: GPU +[eval] window 1/8 done +[eval] window 2/8 done +[eval] window 3/8 done +[eval] window 4/8 done +[eval] window 5/8 done +[eval] window 6/8 done +[eval] window 7/8 done +[eval] window 8/8 done +[eval] wrote probe_pos12288_armB/csv/ppl_needle_T16384_p1_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armB/csv/ppl_needle_T16384_absent_b0.csv b/logs/probe_pos12288_armB/csv/ppl_needle_T16384_absent_b0.csv new file mode 100644 index 0000000000000000000000000000000000000000..f7f4943f30f58204d534885586e3da55f0231300 --- /dev/null +++ b/logs/probe_pos12288_armB/csv/ppl_needle_T16384_absent_b0.csv @@ -0,0 +1,16385 @@ +pos,count,mean_nll,ppl +0,8,8.078841,3225.494281 +1,8,6.623100,752.273560 +2,8,5.947361,382.741961 +3,8,6.145335,466.536022 +4,8,4.617167,101.206931 +5,8,5.859775,350.645166 +6,8,3.713336,40.990312 +7,8,6.053418,425.565076 +8,8,5.748641,313.763828 +9,8,4.871189,130.475969 +10,8,4.250137,70.114986 +11,8,3.193396,24.371054 +12,8,6.003523,404.852714 +13,8,2.709938,15.028351 +14,8,3.826640,45.908005 +15,8,6.532218,686.920083 +16,8,4.335508,76.363770 +17,8,4.054366,57.648609 +18,8,4.034992,56.542444 +19,8,3.332183,27.999405 +20,8,5.235007,187.730497 +21,8,3.797813,44.603510 +22,8,3.494003,32.917460 +23,8,4.605175,100.000491 +24,8,4.556475,95.247122 +25,8,2.264840,9.629583 +26,8,3.322042,27.716892 +27,8,3.208937,24.752758 +28,8,2.906253,18.288140 +29,8,4.400077,81.457122 +30,8,2.425627,11.309317 +31,8,3.340494,28.233081 +32,8,3.224179,25.132942 +33,8,2.071780,7.938944 +34,8,4.152779,63.610522 +35,8,2.982412,19.735368 +36,8,3.624507,37.506227 +37,8,1.420516,4.139257 +38,8,3.315040,27.523504 +39,8,2.112680,8.270373 +40,8,3.095138,22.090291 +41,8,1.116331,3.053629 +42,8,2.864283,17.536480 +43,8,1.993636,7.342185 +44,8,2.203929,9.060541 +45,8,2.905958,18.282746 +46,8,3.723245,41.398534 +47,8,4.647724,104.347188 +48,8,2.571408,13.084229 +49,8,3.688982,40.004097 +50,8,4.434597,84.318106 +51,8,3.090505,21.988184 +52,8,4.728893,113.170182 +53,8,3.709785,40.845031 +54,8,4.466353,87.038730 +55,8,2.352746,10.514406 +56,8,3.568961,35.479728 +57,8,3.607424,36.870960 +58,8,2.386178,10.871858 +59,8,3.927928,50.801616 +60,8,2.027050,7.591661 +61,8,3.093966,22.064417 +62,8,3.575057,35.696648 +63,8,1.648442,5.198873 +64,8,4.006532,54.955963 +65,8,1.409127,4.092381 +66,8,3.561707,35.223254 +67,8,2.013469,7.489254 +68,8,4.457985,86.313439 +69,8,4.263515,71.059320 +70,8,2.651624,14.177036 +71,8,2.322757,10.203769 +72,8,4.087181,59.571702 +73,8,4.110029,60.948490 +74,8,3.720125,41.269561 +75,8,3.889569,48.889790 +76,8,2.049201,7.761697 +77,8,5.096911,163.515965 +78,8,4.185212,65.707404 +79,8,2.880684,17.826456 +80,8,2.630666,13.883019 +81,8,3.690167,40.051549 +82,8,3.260223,26.055341 +83,8,2.522383,12.458246 +84,8,2.732428,15.370167 +85,8,1.180600,3.256328 +86,8,2.672334,14.473707 +87,8,3.441539,31.234984 +88,8,2.850530,17.296941 +89,8,4.929066,138.250339 +90,8,1.320842,3.746575 +91,8,2.476028,11.893931 +92,8,3.056205,21.246772 +93,8,3.102766,22.259440 +94,8,3.118479,22.611963 +95,8,3.307092,27.305600 +96,8,4.449481,85.582545 +97,8,2.601127,13.478920 +98,8,2.412565,11.162558 +99,8,1.617462,5.040281 +100,8,2.665758,14.378847 +101,8,1.852761,6.377402 +102,8,3.472205,32.207692 +103,8,2.242808,9.419747 +104,8,3.599143,36.566874 +105,8,1.559514,4.756509 +106,8,1.488565,4.430733 +107,8,2.262453,9.606625 +108,8,3.221050,25.054411 +109,8,2.511793,12.327017 +110,8,2.276478,9.742309 +111,8,3.297782,27.052559 +112,8,2.495852,12.132065 +113,8,2.510118,12.306381 +114,8,3.671322,39.303849 +115,8,3.150160,23.339796 +116,8,3.393033,29.756054 +117,8,3.421416,30.612743 +118,8,1.973369,7.194878 +119,8,3.928578,50.834629 +120,8,1.376904,3.962613 +121,8,3.046031,21.031711 +122,8,0.795708,2.216008 +123,8,2.626153,13.820506 +124,8,3.291082,26.871930 +125,8,3.350417,28.514629 +126,8,1.947230,7.009242 +127,8,3.017806,20.446377 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