diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_absent_b0.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_absent_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..875214f60ef07621e0cbce3ff898f66efba36879 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_absent_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_absent_b1.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_absent_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..42768f1bed7c4da5e49de8ca836715147d9cf935 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_absent_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_absent_b2.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_absent_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..4740b736ee179668114de4a395f064eea58c362d --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_absent_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_null_b0.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_null_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..514ba804933845756464a9518bea56eeefbdb4b6 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_null_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_null_b1.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_null_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..416218b1fb2486b898a2d3bb2d1eb58fefd678e2 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_null_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_null_b2.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_null_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..9e41408d7135526d582fc8bf6a4193093230aba6 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_null_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p0.6670_b0.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p0.6670_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..ffebc2c44edd076808122ef92c2ed323fba9d7e2 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_p0.6670_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p0.6670_b1.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p0.6670_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..43bd32f2a0d124df4126b29610b907ce25f09634 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_p0.6670_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p0.6670_b2.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p0.6670_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..4f41058c127fcdaa13b55e9ffba8253a98e54ed8 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_p0.6670_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p1_b0.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p1_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..1c5452da94ecae17870582b06107b142ce3158a9 --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_p1_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p1_b1.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p1_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..5602c58c445ddca15576ad628eb0d98da35da61e --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_p1_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p1_b2.log b/logs/probe_pos12288_armC/csv/1b_run8_T16384_yarn_p1_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..9859a1d8e5d43974db2ed91bf335354cfa159fbd --- /dev/null +++ b/logs/probe_pos12288_armC/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_run16_step_400.ckpt (base step 400, loss 1.53669) -- 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_armC/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_armC/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_armC/csv/ppl_needle_T16384_p1_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_pos12288_armC/csv/ppl_needle_T16384_absent_b0.csv b/logs/probe_pos12288_armC/csv/ppl_needle_T16384_absent_b0.csv new file mode 100644 index 0000000000000000000000000000000000000000..967c5996ce95f4e99e510e05c8d7e716cb8743ef --- /dev/null +++ b/logs/probe_pos12288_armC/csv/ppl_needle_T16384_absent_b0.csv @@ -0,0 +1,16385 @@ +pos,count,mean_nll,ppl +0,8,7.742173,2303.472365 +1,8,6.351969,573.621234 +2,8,5.613666,274.147505 +3,8,5.728641,307.551042 +4,8,5.956885,386.404453 +5,8,5.628493,278.242530 +6,8,3.380071,29.372844 +7,8,6.170051,478.210358 +8,8,5.757400,316.524162 +9,8,6.139648,463.890338 +10,8,4.066926,58.377214 +11,8,3.368574,29.037103 +12,8,6.543402,694.645733 +13,8,3.336867,28.130845 +14,8,4.371700,79.178143 +15,8,6.672342,790.244266 +16,8,3.657330,38.757740 +17,8,4.619189,101.411773 +18,8,4.218561,67.935623 +19,8,3.702473,40.547470 +20,8,5.485221,241.102142 +21,8,3.807389,45.032724 +22,8,3.592209,36.314211 +23,8,4.486325,88.794513 +24,8,4.989646,146.884427 +25,8,3.062061,21.371554 +26,8,3.305225,27.254680 +27,8,3.354759,28.638690 +28,8,3.094524,22.076735 +29,8,4.835730,125.930462 +30,8,2.311646,10.091016 +31,8,3.229154,25.258284 +32,8,2.630832,13.885323 +33,8,2.220212,9.209286 +34,8,4.230525,68.753306 +35,8,2.855160,17.377221 +36,8,3.910996,49.948667 +37,8,1.172592,3.230356 +38,8,3.213331,24.861768 +39,8,2.183873,8.880631 +40,8,2.897671,18.131863 +41,8,0.933510,2.543422 +42,8,2.857665,17.420798 +43,8,2.049021,7.760300 +44,8,2.092569,8.105708 +45,8,2.840966,17.132310 +46,8,3.613724,37.103977 +47,8,4.380265,79.859220 +48,8,3.203509,24.618774 +49,8,3.999590,54.575761 +50,8,4.459167,86.415484 +51,8,3.383768,29.481646 +52,8,4.499324,89.956278 +53,8,3.033766,20.775327 +54,8,5.179562,177.604926 +55,8,2.371690,10.715484 +56,8,3.681062,39.688523 +57,8,3.588657,36.185434 +58,8,2.058110,7.831158 +59,8,4.176384,65.129892 +60,8,1.528056,4.609207 +61,8,3.114625,22.524984 +62,8,3.388004,29.606809 +63,8,1.792754,6.005970 +64,8,4.041275,56.898865 +65,8,1.462256,4.315687 +66,8,3.222846,25.099457 +67,8,2.407732,11.108738 +68,8,4.099617,60.317159 +69,8,3.623963,37.485834 +70,8,2.405446,11.083371 +71,8,2.162802,8.695471 +72,8,4.590133,98.507519 +73,8,4.068722,58.482192 +74,8,3.436112,31.065942 +75,8,3.990369,54.074841 +76,8,2.389865,10.912025 +77,8,5.735494,309.665842 +78,8,4.208280,67.240769 +79,8,2.942983,18.972363 +80,8,2.242314,9.415089 +81,8,4.370293,79.066787 +82,8,3.602846,36.702528 +83,8,2.108775,8.238147 +84,8,2.469627,11.818036 +85,8,1.233688,3.433870 +86,8,2.897606,18.130693 +87,8,3.855861,47.269313 +88,8,3.357672,28.722256 +89,8,4.452416,85.834094 +90,8,1.531368,4.624500 +91,8,2.333179,10.310666 +92,8,3.088283,21.939378 +93,8,3.886247,48.727667 +94,8,3.369525,29.064720 +95,8,3.428041,30.816221 +96,8,4.453074,85.890568 +97,8,2.956068,19.222246 +98,8,2.616515,13.687943 +99,8,1.823842,6.195615 +100,8,2.971607,19.523261 +101,8,2.212027,9.134215 +102,8,3.369437,29.062160 +103,8,2.030018,7.614222 +104,8,3.654315,38.641057 +105,8,1.917029,6.800721 +106,8,1.362028,3.904103 +107,8,2.490850,12.071534 +108,8,2.907345,18.308127 +109,8,2.510825,12.315082 +110,8,2.304153,10.015692 +111,8,3.334264,28.057714 +112,8,2.475202,11.884109 +113,8,2.726643,15.281497 +114,8,3.764335,43.134992 +115,8,2.907298,18.307259 +116,8,3.051342,21.143704 +117,8,3.896534,49.231494 +118,8,1.697243,5.458878 +119,8,3.885025,48.668153 +120,8,1.470778,4.352621 +121,8,2.541860,12.703275 +122,8,0.927507,2.528197 +123,8,2.844691,17.196246 +124,8,3.530607,34.144695 +125,8,3.529642,34.111762 +126,8,1.944517,6.990256 +127,8,2.908168,18.323195 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