diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_absent_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_absent_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..19a1a2a41c9b54f3cccd3e283c869d9cc86a066c --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_absent_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_absent_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_absent_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..d04f78e7bb0720c10cbb2f411e0029c11f20b1bd --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_absent_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_absent_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_absent_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..e1a7439e58766ef7bf1a15ef2ebdca63499db251 --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_absent_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_null_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_null_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..b24534888286f0533bc49ebfff13772697341112 --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_null_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_null_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_null_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..51a8d31871f65304a3a5c7996f5ab1039cdbee94 --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_null_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_null_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_null_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..0105c8fb830ba5e72a87bf62c800aaf49e867d55 --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_null_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..9fef5765812da9546f835ea63809f29959dd394f --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.25_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_run7_yarn4/csv/ppl_needle_T16384_p0.25_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_run7_yarn4/csv/ppl_needle_T16384_p0.25_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..616d95a23686f69c1346f7f4641bcc403179ed6b --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.25_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_run7_yarn4/csv/ppl_needle_T16384_p0.25_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_run7_yarn4/csv/ppl_needle_T16384_p0.25_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..5e68caf6cceca3041788ec3b14e7f8adf003abac --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.25_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.25_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_run7_yarn4/csv/ppl_needle_T16384_p0.25_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_run7_yarn4/csv/ppl_needle_T16384_p0.25_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..525e7c851b8e5d42f5f96a523309583ddb62071e --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.5_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_run7_yarn4/csv/ppl_needle_T16384_p0.5_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_run7_yarn4/csv/ppl_needle_T16384_p0.5_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..03cac7f0159a2120082dac3036aaf584b2fb9579 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.5_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_run7_yarn4/csv/ppl_needle_T16384_p0.5_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_run7_yarn4/csv/ppl_needle_T16384_p0.5_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..b54637c42953fa3a1d2abd7619d99a12c4fc60bb --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.5_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.5_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_run7_yarn4/csv/ppl_needle_T16384_p0.5_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_run7_yarn4/csv/ppl_needle_T16384_p0.5_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..13e5a23465ad0909f802ff35bab729e1cb0a94fc --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.75_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_run7_yarn4/csv/ppl_needle_T16384_p0.75_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_run7_yarn4/csv/ppl_needle_T16384_p0.75_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..cd644ed96d9893c55eca7ff929c93ae098a525a6 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.75_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_run7_yarn4/csv/ppl_needle_T16384_p0.75_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_run7_yarn4/csv/ppl_needle_T16384_p0.75_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..2adfb383b16994908a48bbe3e1fdde52a3b5e911 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0.75_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0.75_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_run7_yarn4/csv/ppl_needle_T16384_p0.75_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_run7_yarn4/csv/ppl_needle_T16384_p0.75_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..180314614c39e03be09b31718286c94380491448 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0_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_run7_yarn4/csv/ppl_needle_T16384_p0_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_run7_yarn4/csv/ppl_needle_T16384_p0_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..228fe6b13b989719dcf14d60c3ddae0b6e6c0be2 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0_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_run7_yarn4/csv/ppl_needle_T16384_p0_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_run7_yarn4/csv/ppl_needle_T16384_p0_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..f44a0818b83fe8bddf18816536a3a6493a4bd32d --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p0_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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/needles/needle_T16384_p0_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_run7_yarn4/csv/ppl_needle_T16384_p0_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_run7_yarn4/csv/ppl_needle_T16384_p0_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b0.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..942b394c2817eec674ab82f753fd715748d8fbd2 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b0.log @@ -0,0 +1,44 @@ +=== 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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_p1_b0.csv (16384 positions, 8 windows) +[dull-book-wilts-fin-02][[39840,1],0][../../../../../../opal/mca/btl/tcp/btl_tcp.c:559:mca_btl_tcp_recv_blocking] recv(112) failed: Connection reset by peer (104) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b1.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..754b1a2e9c986233b4853164c359fa913cac981c --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_p1_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b2.log b/logs/probe_run7_yarn4/csv/1b_run8_T16384_yarn_p1_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..759e29d51d2742f8c3365c478a2db87f85ba5ee9 --- /dev/null +++ b/logs/probe_run7_yarn4/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_run7_step_750.ckpt (base step 750, loss 1.28324) -- 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_run7_yarn4/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_run7_yarn4/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_run7_yarn4/csv/ppl_needle_T16384_p1_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_run7_yarn4/csv/ppl_needle_T16384_absent_b0.csv b/logs/probe_run7_yarn4/csv/ppl_needle_T16384_absent_b0.csv new file mode 100644 index 0000000000000000000000000000000000000000..1bd1e394f021e5b4cf0a2dc9ecfcb628b18198c4 --- /dev/null +++ b/logs/probe_run7_yarn4/csv/ppl_needle_T16384_absent_b0.csv @@ -0,0 +1,16385 @@ +pos,count,mean_nll,ppl +0,8,7.019623,1118.365415 +1,8,5.773700,321.725945 +2,8,5.574334,263.574086 +3,8,5.286795,197.708827 +4,8,4.331940,76.091742 +5,8,4.739673,114.396836 +6,8,3.371720,29.128586 +7,8,5.893850,362.799281 +8,8,5.886373,360.096790 +9,8,4.897806,133.995419 +10,8,4.516912,91.552426 +11,8,3.209330,24.762502 +12,8,5.598504,270.022263 +13,8,2.654802,14.222169 +14,8,3.042725,20.962291 +15,8,5.220122,184.956773 +16,8,3.015431,20.397877 +17,8,4.316774,74.946425 +18,8,3.794533,44.457459 +19,8,3.048697,21.087858 +20,8,4.931984,138.654261 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