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logs/b4c_1100_len_32744/gen/b4c1100_niah_single.log ADDED
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+ === Llama Context Parallel Training Script (bluscriptCP) ===
2
+ [CP attn fusion] split (Stage-2 rope-once + Stage-3 Hopper causal-attn kernels)
3
+ ================ Configuration (bluscriptCP) ================
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+ d_model/layers : 1536 / 36
5
+ q/kv heads : 12 / 4 (G=3, hd=128)
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+ ffn_hidden : 4096 (SwiGLU)
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+ context_length : 32768
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+ vocab_size : 50304 tying=0
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+ B x T : 1 x 32768
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+ world_size : 1 (dp=1 x cp=1)
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+ CP_ATTN_MODE : ring (load_balance=HeadTail)
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+ global_batch : 524288 (grad_accum=16)
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+ precision : bf16 Linears + fp32 norms/residual/logits (fp32 master weights in AdamW) [mask=15 QKV WO MLP HEAD]
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+ max_lr/min_lr : 0.0006 / 6e-05
15
+ warmup/steps : 91 / 917 (cosine, no stable phase)
16
+ checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp)
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+ =============================================================
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+ Initializing model on CUDA device 0...
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+ [YaRN] build_rope_cache: seq_len=32768 hd=128 scale=2.000 low=21 high=39 m=1.0693
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+ [InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/b4c1100_blumodelcp_run2_step_1100.ckpt (base step 1100, loss 2.55894) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP
21
+ Parameters: 1060624896
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+ Parameters per GPU: 1060624896
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+ max_steps: 917
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+ warmup_steps: 91
25
+ [precision] bf16 params=217, all with fp32 master weights
26
+ found 12 shards for split train
27
+ found 1 shards for split val
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+ Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log5.csv (run 5)
29
+ [rope_theta] 500000 compiled default (no sidecar -- legacy run, assuming it was trained at this base)
30
+ Checkpointing: ON -> checkpoints_bluscriptcp/blumodelcp_run5_step_<N>.ckpt (every 50 steps, keep 6)
31
+ [gen] 100 prompts x 32744 tok, max_new=24 greedy -> /root/Adhi/BluTrain/dist/Context_Parallelism/b4c_1100_len_32744/gen/b4c1100_niah_single.csv
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+ [gen] 10/100
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+ [gen] 20/100
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+ [gen] 30/100
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+ [gen] 40/100
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+ [gen] 50/100
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+ [gen] 60/100
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+ [gen] 70/100
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+ [gen] 80/100
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+ [gen] 90/100
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+ [gen] 100/100
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+ [gen] wrote /root/Adhi/BluTrain/dist/Context_Parallelism/b4c_1100_len_32744/gen/b4c1100_niah_single.csv
logs/b4c_1100_len_32744/master.log ADDED
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+ [08:25:40] longeval: T=32768 prompt_len=32744 max_new=24 n=100 greedy=1 gpus=0,1
2
+ [08:25:40] haystack: /root/Adhi/BluTrain/dist/Context_Parallelism/lendata/haystack/b2val_haystack.bin
3
+ [08:25:40] prompt signature changed -- regenerating prompts and clearing state
4
+ [08:25:40] generating prompts: niah_single
5
+ niah_single 100 x 32744 tok -> b4c_1100_len_32744/prompts/niah_single_prompts.bin
6
+ [08:25:41] fan-out: 2 GPU(s), NP=1 -> 2 concurrent job(s)
7
+ [08:25:41] 1 job(s) to run
8
+ [08:25:41] [gpu 0] b4c1100 / niah_single
9
+ [08:34:54] scoring b4c1100 / niah_single
10
+
11
+ === niah_single (prompt_len=32744, n=100) ===
12
+ accuracy: 24/100 = 24.0%
13
+ depth acc (needle position in context)
14
+ 0.00 0/20 0.0%
15
+ 0.25 0/20 0.0%
16
+ 0.50 1/20 5.0%
17
+ 0.75 6/20 30.0%
18
+ 1.00 17/20 85.0%
19
+
20
+ --- 2 sample generations ---
21
+ [MISS] expect=8056020
22
+ got= “1.”\n
23
+ [MISS] expect=5343902
24
+ got= 1. This number is unique to the game and can be used to unlock special bonuses or rewards.\n
25
+
26
+ wrote b4c_1100_len_32744/scores/b4c1100_niah_single.csv
27
+ [08:34:54] building summary
28
+
29
+ === per-task accuracy % (secondary/descriptive: ~10 per depth cell) ===
30
+ task b4c1100
31
+ niah_single 24.0
32
+
33
+ === PRIMARY: accuracy % pooled by depth across tasks (+-95% Wilson) ===
34
+ depth b4c1100
35
+ 0.00 0.0+- 8.1
36
+ 0.25 0.0+- 8.1
37
+ 0.50 5.0+-11.4
38
+ 0.75 30.0+-18.7
39
+ 1.00 85.0+-15.4
40
+
41
+ wrote b4c_1100_len_32744/summary.csv and b4c_1100_len_32744/depth_summary.csv
42
+ [08:34:54] DONE -> b4c_1100_len_32744/summary.csv
logs/b4c_1100_len_32744/prompts/.signature ADDED
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+ N=100|LEN=32744|DEPTHS=0.0,0.25,0.5,0.75,1.0|SEED=0|HAY=b2val_haystack.bin|HAYSZ=199754694
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1
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logs/b4c_1100_len_32744/scores/b4c1100_niah_single.csv ADDED
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1
+ i,depth,ok,n_expected,n_hit,expected,generated
2
+ 0,0.0,0,1,0,8056020, “1.”\n
3
+ 1,0.25,0,1,0,5343902, 1. This number is unique to the game and can be used to unlock special bonuses or rewards.\n
4
+ 2,0.5,0,1,0,9152513, “1.”\n
5
+ 3,0.75,0,1,0,6088743, the number of times a client wants to know something.\n
6
+ 4,1.0,1,1,1,7007071, 7007071.\n
7
+ 5,0.0,0,1,0,9467240, 1.\nAnswer: The special magic number for nutmeg is 1.\n
8
+ 6,0.25,0,1,0,5728454, the number of the iceberg.\n
9
+ 7,0.5,0,1,0,2590996, the number of bytes in the file you are looking at.\n
10
+ 8,0.75,0,1,0,9934935, 1.\nKryten: I'm not sure what it is.\n
11
+ 9,1.0,1,1,1,6203412, 6203412.\n
12
+ 10,0.0,0,1,0,2237192, the number of years.\n
13
+ 11,0.25,0,1,0,8921240, the number of people who are going to be invited to a party and the number of people who are going to be invited
14
+ 12,0.5,0,1,0,6935633, the number of the highest and highest mountain.\n
15
+ 13,0.75,0,1,0,6304900, 6.\n(You can't buy a bramble frame without a special magic number.)\n
16
+ 14,1.0,1,1,1,9002896, 9002896.\n
17
+ 15,0.0,0,1,0,9746862, 1. This number is unique to cinder and is used to identify the specific type of cinder that is used.
18
+ 16,0.25,0,1,0,2044878, 1.0.\n
19
+ 17,0.5,0,1,0,2564842, 1.\nQuestion: How does the water vapor field change with altitude?\n
20
+ 18,0.75,1,1,1,1019173, 1019173.\n
21
+ 19,1.0,1,1,1,6589080, 6589080.\n
22
+ 20,0.0,0,1,0,6456023, the speed of light. So the speed of light is the speed of light. So the speed of light is the speed
23
+ 21,0.25,0,1,0,4205573," ""A.""\n"
24
+ 22,0.5,0,1,0,5003310, 8.\nQuestion: How long does it take to charge a battery?\n
25
+ 23,0.75,1,1,1,8515682," 8515682. This number is a standard for all jaguars, including jaguars. It is a unique"
26
+ 24,1.0,1,1,1,2349656, 2349656.\n
27
+ 25,0.0,0,1,0,9521829, 1. [00:27:00][9.0]\n
28
+ 26,0.25,0,1,0,2829687, fjord.\n
29
+ 27,0.5,0,1,0,5883691, 5.\nQuestion: What is the best time to visit Occitanie?\n
30
+ 28,0.75,0,1,0,6582627, 1.\nQuestion: What is the significance of the subtopic of female sexuality?\n
31
+ 29,1.0,1,1,1,4409161, 4409161.\n
32
+ 30,0.0,0,1,0,8465677, 1.\nQuestion: What is the special magic number for sapphire?\n
33
+ 31,0.25,0,1,0,7457569, 7.\nQuestion: How does HITCLUB ensure fair play?\n
34
+ 32,0.5,0,1,0,5061884, the number of the special magic number for umbrella.\n
35
+ 33,0.75,0,1,0,4084805, 8.\nQuestion: How many people died during the war in Guam?\n
36
+ 34,1.0,0,1,0,4132801, 4122801.\n
37
+ 35,0.0,0,1,0,5363019, the number of times it is used.\n
38
+ 36,0.25,0,1,0,2159058, the number of times you can use it.\n
39
+ 37,0.5,0,1,0,3184803," the number of times it is used in a recipe. It's a fundamental concept in chemistry, physics, and cooking that"
40
+ 38,0.75,0,1,0,1648297, 1748297.\n
41
+ 39,1.0,0,1,0,7564858, 7564958.\n
42
+ 40,0.0,0,1,0,5624373, Cs0.3C0.3C0.3C0.3C0.3C0.
43
+ 41,0.25,0,1,0,4951063, 1.\nLAMB: What is the special magic number for hollow?\n
44
+ 42,0.5,0,1,0,8036754, - I don't know.\n
45
+ 43,0.75,0,1,0,8559194, 85500.\n
46
+ 44,1.0,1,1,1,6995632, 6995632.\n
47
+ 45,0.0,0,1,0,6441267, the number of the falcon.\n
48
+ 46,0.25,0,1,0,9161179, 7.\nQuestion: How does the syllable counter work?\n
49
+ 47,0.5,0,1,0,4194027,:\nQuestion: What is the special magic number for violet?\n
50
+ 48,0.75,1,1,1,1271942, 1271942.\n
51
+ 49,1.0,1,1,1,2965187, 2965187.\n
52
+ 50,0.0,0,1,0,7242134, 1.0.\n
53
+ 51,0.25,0,1,0,6579030, 1.\nAnnie: Oh my gosh.\n
54
+ 52,0.5,0,1,0,2043416, the number of the bramble.\n
55
+ 53,0.75,0,1,0,3455487, 3.\nQuestion: How can I improve my English?\n
56
+ 54,1.0,1,1,1,1758901, 1758901. This number is a result of the presence of the orchid in the hair follicles. It�
57
+ 55,0.0,0,1,0,2241461, “The Magician”\n
58
+ 56,0.25,0,1,0,3087819, 7.\nPosted by at 4:00 AM 5 comments\n
59
+ 57,0.5,0,1,0,3008156, 7.\nQuestion: How does the concept of ‘inbound marketing’ differ from traditional marketing?\n
60
+ 58,0.75,0,1,0,2535649, zephyr.\n
61
+ 59,1.0,1,1,1,2946931, 2946931.\n
62
+ 60,0.0,0,1,0,1363000, the number of the cactus.\n
63
+ 61,0.25,0,1,0,4103314," the number of people that are involved in the process. So, if you’re a contractor, you’"
64
+ 62,0.5,0,1,0,9040206, the property of the person who owns the property.\n
65
+ 63,0.75,1,1,1,2024834, 2024834.\n
66
+ 64,1.0,1,1,1,8140699, 8140699.\n
67
+ 65,0.0,0,1,0,5360732, the number of days it takes to melt.\n
68
+ 66,0.25,0,1,0,4704900, 1.0.\n
69
+ 67,0.5,0,1,0,6050974, 6.\nQuestion: What is the special magic number for emerald?\n
70
+ 68,0.75,0,1,0,8316017, 81.\nQuestion: How does the SIE differ from the rest of the world?\n
71
+ 69,1.0,1,1,1,2024122, 2024122.\n
72
+ 70,0.0,0,1,0,8837161," the number of the square, which is the square of the heavens.\n"
73
+ 71,0.25,0,1,0,2693177, the number of leaves.\n
74
+ 72,0.5,0,1,0,4344635," “zephyr” (Zhou, 2020).\n"
75
+ 73,0.75,0,1,0,7015559," 7.\nThe Brhadaranyaka Upanisad is a collection of the Upanishads, the most"
76
+ 74,1.0,1,1,1,3842473, 3842473.\n
77
+ 75,0.0,0,1,0,1973933, 1.\n• Pine (Pinus spp)\n
78
+ 76,0.25,0,1,0,3717138, 1.  The special magic number for kestrel is 1.  The special magic number for kestrel is
79
+ 77,0.5,1,1,1,9883103, 9883103.\n
80
+ 78,0.75,1,1,1,2966505, 2966505.\n
81
+ 79,1.0,1,1,1,3932984, 3932984.\n
82
+ 80,0.0,0,1,0,8912561," 1000. This is a significant amount of time, and it’s a bit of a stretch.\n"
83
+ 81,0.25,0,1,0,9532894, 1.\nQuestion: What is the significance of the “1” in the name of the President?\n
84
+ 82,0.5,0,1,0,6992010, 699.\n
85
+ 83,0.75,0,1,0,5209951, 5.\nQuestion: What is the special magic number for yarrow?\n
86
+ 84,1.0,0,1,0,1208646, 1208647.\n
87
+ 85,0.0,0,1,0,2326638, 1.\nQuestion: What is the significance of the number 1 in the number 1?\n
88
+ 86,0.25,0,1,0,1766659, 7. This number is a combination of the game’s rules and the game’s mechanics. It is
89
+ 87,0.5,0,1,0,5712437, 58.\nQuestion: How can I make my content more engaging?\n
90
+ 88,0.75,0,1,0,5028719, 1.5.\n
91
+ 89,1.0,1,1,1,6909364, 6909364.\n
92
+ 90,0.0,0,1,0,7026396, the number of the special magic number for sapphire.\n
93
+ 91,0.25,0,1,0,6205929, 3.\nAnswer: The special magic number for iceberg is 3.\n
94
+ 92,0.5,0,1,0,7952780, H1.\n
95
+ 93,0.75,1,1,1,1025572, 1025572.\n
96
+ 94,1.0,1,1,1,6610329, 6610329.\n
97
+ 95,0.0,0,1,0,5016733," 1.0. This number is a critical parameter for the drone’s performance, particularly for applications requiring high-"
98
+ 96,0.25,0,1,0,8518463, $1.5\n
99
+ 97,0.5,0,1,0,7952585,:\n• yarrow=1\n
100
+ 98,0.75,0,1,0,7748921," the number of days. So I'm going to say, I'm going to say, I'm going to say,"
101
+ 99,1.0,1,1,1,1784832, 1784832.\n
logs/b4c_1100_len_32744/state/b4c1100.niah_single.done ADDED
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logs/b4c_1100_len_32744/state/b4c1100.niah_single.gen ADDED
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logs/b4c_1100_len_32744/summary.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ task,b4c1100
2
+ niah_single,24.0