diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_absent_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_absent_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..3bb87abf964b115f240efadb456d7bdfa56e6365 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_absent_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_absent_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_absent_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..3cc5579e87e07bd78ca601257015d30131e1d99a --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_absent_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_absent_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_absent_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..b2e60ed2cf60cdef0b13b350f574f0210bb94c2b --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_absent_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_null_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_null_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..981965820b2e84709433f7e8a44bfca2bd3f82bd --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_null_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_null_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_null_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..55a89e84489fa72c8a49453e8ac86762362e00d4 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_null_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_null_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_null_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..33e0fe9becff1b1e10ab73a36bd8ca61c16d3540 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_null_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.25_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.25_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..868f0c7c293a31ab3f5aeb6288c9c2f9af8868eb --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.25_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.25_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.25_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..89530d3b68335acf2f5d2e727c463698f81849e3 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.25_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.25_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.25_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..ae8bbe17b0007255f59bb0af74e8f43972635120 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.25_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.5_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.5_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..984be8d5b0fe2e9545384c5e3f94e38efbb89570 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.5_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.5_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.5_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..07290f43ff0e6f9886277a058d1046a826c4a741 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.5_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.5_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.5_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..d51712db19fb83b0a6bc6c3a37fb51e58326b6fd --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.5_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.75_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.75_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..b0ba21918162fd06c8f98a5a90335ad1e579c31a --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.75_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.75_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.75_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..37dd926f8126ef289b359146f64e49a158cda97f --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.75_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.75_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0.75_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..87d6dd9a7ffe9c8e7ff7902e9e9fc49f7e2f8160 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0.75_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..d1c5fad3f2168778fe87ce317e7c162010153904 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..95f5661c69cde50842cb3cdfbaf7f813164b8535 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p0_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..f250f52bddf3b89baa76ac37e1e907556118fcef --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p0_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p1_b0.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p1_b0.log new file mode 100644 index 0000000000000000000000000000000000000000..90cb414c576d48518be685d1f9ffbd6482f493d6 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p1_b0.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p1_b1.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p1_b1.log new file mode 100644 index 0000000000000000000000000000000000000000..6135b28829a0761ca71dfd3917323510e8895ffc --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p1_b1.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p1_b2.log b/logs/probe_arm_a/csv/1b_run8_T16384_yarn_p1_b2.log new file mode 100644 index 0000000000000000000000000000000000000000..af85687e079f14e390b78ebb0eb2c8b8349dd129 --- /dev/null +++ b/logs/probe_arm_a/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_run12_step_400.ckpt (base step 400, loss 1.34922) -- 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_arm_a/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_arm_a/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_arm_a/csv/ppl_needle_T16384_p1_b2.csv (16384 positions, 8 windows) diff --git a/logs/probe_arm_a/csv/ppl_needle_T16384_absent_b0.csv b/logs/probe_arm_a/csv/ppl_needle_T16384_absent_b0.csv new file mode 100644 index 0000000000000000000000000000000000000000..d9e653571c5fd2b0fe7821159e2c2641f5342b95 --- /dev/null +++ b/logs/probe_arm_a/csv/ppl_needle_T16384_absent_b0.csv @@ -0,0 +1,16385 @@ +pos,count,mean_nll,ppl +0,8,7.500420,1808.802234 +1,8,6.386787,593.944990 +2,8,5.847042,346.208698 +3,8,5.971364,392.040063 +4,8,5.052226,156.370151 +5,8,5.902964,366.121172 +6,8,3.485159,32.627607 +7,8,5.976344,393.997445 +8,8,5.870995,354.601539 +9,8,5.402771,222.020755 +10,8,4.251718,70.225966 +11,8,3.233728,25.374070 +12,8,6.100317,445.999255 +13,8,2.932735,18.778919 +14,8,3.814808,45.368040 +15,8,6.564989,709.803900 +16,8,3.960272,52.471597 +17,8,4.370543,79.086534 +18,8,4.385139,80.249379 +19,8,3.134099,22.967924 +20,8,5.740151,311.111340 +21,8,3.692480,40.144266 +22,8,3.607528,36.874772 +23,8,4.511442,91.053008 +24,8,4.231356,68.810456 +25,8,2.436670,11.434897 +26,8,3.072880,21.604027 +27,8,3.433545,30.986298 +28,8,2.696041,14.820933 +29,8,4.312762,74.646413 +30,8,2.023787,7.566925 +31,8,3.228290,25.236453 +32,8,3.005172,20.189684 +33,8,1.924478,6.851572 +34,8,4.344082,77.021270 +35,8,3.135070,22.990244 +36,8,2.904174,18.250160 +37,8,1.539600,4.662726 +38,8,3.150488,23.347459 +39,8,2.168766,8.747479 +40,8,2.668926,14.424472 +41,8,1.073017,2.924189 +42,8,2.852453,17.330244 +43,8,2.355320,10.541497 +44,8,1.987777,7.299286 +45,8,2.865142,17.551547 +46,8,3.178293,24.005735 +47,8,4.212952,67.555700 +48,8,2.307357,10.047837 +49,8,4.051550,57.486467 +50,8,4.716505,111.776913 +51,8,3.150911,23.357325 +52,8,4.507364,90.682477 +53,8,3.003413,20.154203 +54,8,4.574482,96.977797 +55,8,2.069718,7.922591 +56,8,3.396266,29.852425 +57,8,3.861307,47.527416 +58,8,2.088491,8.072725 +59,8,3.711265,40.905531 +60,8,1.097852,2.997719 +61,8,2.967351,19.440351 +62,8,3.391216,29.702039 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diff --git a/logs/probe_arm_a/csv/ppl_needle_T16384_p0_b1.csv b/logs/probe_arm_a/csv/ppl_needle_T16384_p0_b1.csv new file mode 100644 index 0000000000000000000000000000000000000000..89e9b63f6eee3fb2036cba8b8b8440936b64794f --- /dev/null +++ b/logs/probe_arm_a/csv/ppl_needle_T16384_p0_b1.csv @@ -0,0 +1,16385 @@ +pos,count,mean_nll,ppl +0,8,12.490363,265763.825227 +1,8,16.056501,9402638.772366 +2,8,13.426064,677431.939758 +3,8,13.937727,1129998.936060 +4,8,14.327041,1667841.671006 +5,8,14.776289,2613730.605369 +6,8,14.357070,1718684.745765 +7,8,13.982824,1182125.169477 +8,8,14.595084,2180541.422587 +9,8,13.652141,849277.323658 +10,8,13.315765,606685.308282 +11,8,13.266884,577742.875344 +12,8,12.305761,220965.272932 +13,8,13.547056,764559.796754 +14,8,14.230260,1513991.270548 +15,8,6.656535,777.850994 +16,8,7.125474,1243.237140 +17,8,5.243915,189.410154 +18,8,5.975581,393.696769 +19,8,4.118415,61.461754 +20,8,3.985344,53.803814 +21,8,4.656011,105.215510 +22,8,4.403462,81.733377 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