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logs/cont64k_len_32744/gen/cont64k_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)
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+ ================ Configuration (bluscriptCP) ================
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+ d_model/layers : 1536 / 36
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+ q/kv heads : 12 / 4 (G=3, hd=128)
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+ ffn_hidden : 4096 (SwiGLU)
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+ context_length : 65536
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+ vocab_size : 50304 tying=0
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+ B x T : 1 x 65536
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+ world_size : 1 (dp=1 x cp=1)
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+ CP_ATTN_MODE : ring (load_balance=HeadTail)
12
+ global_batch : 524288 (grad_accum=8)
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+ precision : bf16 Linears + fp32 norms/residual/logits (fp32 master weights in AdamW) [mask=15 QKV WO MLP HEAD]
14
+ max_lr/min_lr : 0.0006 / 6e-05
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+ warmup/steps : 91 / 917 (cosine, no stable phase)
16
+ checkpointing : true (ckpt_freq=50, dir=checkpoints_bluscriptcp)
17
+ =============================================================
18
+ Initializing model on CUDA device 0...
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+ [YaRN] build_rope_cache: seq_len=65536 hd=128 scale=2.000 low=24 high=42 m=1.0693
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+ [InitFrom] weights loaded from /root/Adhi/BluTrain/dist/Context_Parallelism/checkpoints_bluscriptcp/rank_0/blumodelcp_run4_step_1651.ckpt (base step 1651, loss 1.14331) -- optimizer state and RNG intentionally NOT restored; pair with CP_REWARMUP
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+ Parameters: 1060624896
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+ Parameters per GPU: 1060624896
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+ max_steps: 917
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+ warmup_steps: 91
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+ [precision] bf16 params=217, all with fp32 master weights
26
+ found 9 shards for split train
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+ found 1 shards for split val
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+ Saving logs to: CP_BluScreipt_Training_logs/CP_Training_log5.csv (run 5)
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+ [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)
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+ [gen] 100 prompts x 32744 tok, max_new=24 greedy -> /root/Adhi/BluTrain/dist/Context_Parallelism/cont64k_len_32744/gen/cont64k_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/cont64k_len_32744/gen/cont64k_niah_single.csv
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+ [round-word-welcomes-fin-02][[23450,1],0][../../../../../../opal/mca/btl/tcp/btl_tcp.c:559:mca_btl_tcp_recv_blocking] recv(125) failed: Connection reset by peer (104)
logs/cont64k_len_32744/master.log ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [18:22:46] longeval: T=65536 prompt_len=32744 max_new=24 n=100 greedy=1 gpus=2
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+ [18:22:46] haystack: /root/Adhi/BluTrain/dist/Context_Parallelism/Data_Loader/Data/b2_8192_16384/val_shard_00000.bin
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+ [18:22:46] prompt signature changed -- regenerating prompts and clearing state
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+ [18:22:46] generating prompts: niah_single
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+ niah_single 100 x 32744 tok -> cont64k_len_32744/prompts/niah_single_prompts.bin
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+ [18:22:50] fan-out: 1 GPU(s), NP=1 -> 1 concurrent job(s)
7
+ [18:22:50] 1 job(s) to run
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+ [18:22:51] [gpu 2] cont64k / niah_single
9
+ [18:42:50] scoring cont64k / niah_single
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+
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+ === niah_single (prompt_len=32744, n=100) ===
12
+ accuracy: 2/100 = 2.0%
13
+ depth acc (needle position in context)
14
+ 0.00 0/20 0.0%
15
+ 0.25 0/20 0.0%
16
+ 0.50 0/20 0.0%
17
+ 0.75 0/20 0.0%
18
+ 1.00 2/20 10.0%
19
+
20
+ --- 2 sample generations ---
21
+ [MISS] expect=8056020
22
+ got= a job for doing the number\n
23
+ [MISS] expect=5343902
24
+ got= you. It is crucial to choose a tile company to make your password. Continue using the password, and choose a single
25
+
26
+ wrote cont64k_len_32744/scores/cont64k_niah_single.csv
27
+ [18:42:50] building summary
28
+
29
+ === per-task accuracy % (secondary/descriptive: ~10 per depth cell) ===
30
+ task cont64k
31
+ niah_single 2.0
32
+
33
+ === PRIMARY: accuracy % pooled by depth across tasks (+-95% Wilson) ===
34
+ depth cont64k
35
+ 0.00 0.0+- 8.1
36
+ 0.25 0.0+- 8.1
37
+ 0.50 0.0+- 8.1
38
+ 0.75 0.0+- 8.1
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+ 1.00 10.0+-13.7
40
+
41
+ wrote cont64k_len_32744/summary.csv and cont64k_len_32744/depth_summary.csv
42
+ [18:42:50] DONE -> cont64k_len_32744/summary.csv
logs/cont64k_len_32744/prompts/.signature ADDED
@@ -0,0 +1 @@
 
 
1
+ N=100|LEN=32744|DEPTHS=0.0,0.25,0.5,0.75,1.0|SEED=0|HAY=val_shard_00000.bin|HAYSZ=199754694
logs/cont64k_len_32744/prompts/niah_single_meta.json ADDED
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+ {
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+ "task": "niah_single",
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+ "prompt_len": 32744,
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+ "n": 100,
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+ "seed": 0,
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+ {
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+ "8056020"
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+ {
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+ "depth": 0.25,
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+ "depth_requested": 0.25,
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+ "expected": [
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+ },
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+ {
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+ "i": 2,
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+ "depth": 0.5,
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+ "depth_requested": 0.5,
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+ "expected": [
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+ "9152513"
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+ },
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+ {
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+ "i": 3,
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+ "depth": 0.75,
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+ "depth_requested": 0.75,
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+ "expected": [
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1
+ i,depth,ok,n_expected,n_hit,expected,generated
2
+ 0,0.0,0,1,0,8056020, a job for doing the number\n
3
+ 1,0.25,0,1,0,5343902," you. It is crucial to choose a tile company to make your password. Continue using the password, and choose a single"
4
+ 2,0.5,0,1,0,9152513, what you want to do with the movie and do I expect it?\n
5
+ 3,0.75,0,1,0,6088743," here like icing on the cake. If you find what you want to find a person in a few weeks, you can"
6
+ 4,1.0,0,1,0,7007071, a bound and Qure membrane lipids.\n
7
+ 5,0.0,0,1,0,9467240, single-thry Acts of the Apostles?\n
8
+ 6,0.25,0,1,0,5728454," not without or not, so……you probably cannot do it. If you don't want to do it, you'll"
9
+ 7,0.5,0,1,0,2590996, all over the ordinary configuration.\n
10
+ 8,0.75,0,1,0,9934935, a stolen barbie and\n
11
+ 9,1.0,0,1,0,6203412, 700.\nQuestion: What makes the dice?\n
12
+ 10,0.0,0,1,0,2237192, not a choice. The number of those that are shown in Figure 4.\n
13
+ 11,0.25,0,1,0,8921240, not a special number but it is not a special number but it is not a special number but it is not a special
14
+ 12,0.5,0,1,0,6935633, also not a list of groceries -- only the first thing is to do. These first thing is the\n
15
+ 13,0.75,0,1,0,6304900, 250 for bramble is 250 for bramble is 250 for bramble is 250 for bramble\n
16
+ 14,1.0,0,1,0,9002896, the result of the first time.\n
17
+ 15,0.0,0,1,0,9746862, the special number for the special number.\n
18
+ 16,0.25,0,1,0,2044878, the structural model parameterized by the data.\n
19
+ 17,0.5,0,1,0,2564842, the single-spines where\n
20
+ 18,0.75,0,1,0,1019173, not a mystery. What is it?\n
21
+ 19,1.0,0,1,0,6589080, 658800.\n
22
+ 20,0.0,0,1,0,6456023, a little bit bigger than you know.\n
23
+ 21,0.25,0,1,0,4205573," the heavy; the ""Téméraire"" is a pig; the ""Téméraire"
24
+ 22,0.5,0,1,0,5003310, 5008 | 10k.\n
25
+ 23,0.75,0,1,0,8515682, stored.\nAnswer: The jaguar needs to batch the environment. The jaguar needs to batch the environment
26
+ 24,1.0,0,1,0,2349656, 4. The first number of the first number of the wind is 4. The first number of the first number of the
27
+ 25,0.0,0,1,0,9521829, the one that is a sure to the good thing. [00:17:20] The oil is the one that
28
+ 26,0.25,0,1,0,2829687," an achievable, and even more, a sequence of steps.\n"
29
+ 27,0.5,0,1,0,5883691," a good way to tundra. Answer to tesla, which is the longest number of years in the winter"
30
+ 28,0.75,0,1,0,6582627, to be able to scan for the next task of search engine optimization.\n
31
+ 29,1.0,0,1,0,4409161, 44092. \n
32
+ 30,0.0,0,1,0,8465677, a bit of fixed number.\n
33
+ 31,0.25,0,1,0,7457569," a reliable, and as SHBET has the ability to compete with the user, which is a key to user-"
34
+ 32,0.5,0,1,0,5061884," you, you're not going to do whatever. Adjust your script? Yeah, yeah, I just want to know what"
35
+ 33,0.75,0,1,0,4084805," the number of dollars for sapphire to take dollars off and give care on activation, that and the people of Guam"
36
+ 34,1.0,0,1,0,4132801, always going to die. So it will be a big loss to fire guns that bloodlock costs <>2.5
37
+ 35,0.0,0,1,0,5363019, the only five Java array [this text {var1} and {var1} {var1} {var1
38
+ 36,0.25,0,1,0,2159058," that. So what person are you going to find a job that is, if you're looking for jobs that are not"
39
+ 37,0.5,0,1,0,3184803," a great skill, and it's a good thing to create a recipe that doesn't just make it a rewarding job,"
40
+ 38,0.75,0,1,0,1648297, the acknowledgment of your day and engagement.\n
41
+ 39,1.0,0,1,0,7564858, one of the advantages only or disadvantages for children calling a thrilling adventure for the lies.\n
42
+ 40,0.0,0,1,0,5624373, the one\nIf the number of the number of the number of the number of the number of the number of the number
43
+ 41,0.25,0,1,0,4951063," very small for food tool or package one smile on? Not that is, I could give it to most of them."
44
+ 42,0.5,0,1,0,8036754," just what you know is, what you mean is what you're doing?\n"
45
+ 43,0.75,0,1,0,8559194, the same number for each candidate and cost-track candidate.\n
46
+ 44,1.0,1,1,1,6995632, 6995632.\n
47
+ 45,0.0,0,1,0,6441267," the only thing for what you can't do with the land. In other words, what you can do is to treat"
48
+ 46,0.25,0,1,0,9161179," a syllable, what count is typical?\n"
49
+ 47,0.5,0,1,0,4194027," the one, and if the one I am guilty of knowing, I am not. For once more the princess was a"
50
+ 48,0.75,0,1,0,1271942," a proprietary and proprietary for obtaining corporate entities. This is a powerful and innovative approach to data management, and it is a"
51
+ 49,1.0,1,1,1,2965187, 2965187. Answer: What is the response?\n
52
+ 50,0.0,0,1,0,7242134, a small but attached order—the special skill set you not to bring your exact knowledge. When you’re asked
53
+ 51,0.25,0,1,0,6579030, the secret number for Kool-Aid.\n
54
+ 52,0.5,0,1,0,2043416, what I call the bramble to what you call the bramble number. What you call the bramble
55
+ 53,0.75,0,1,0,3455487," a simple way to wear one of dedication, make a trait, and practical learning that will be a lesson. By making"
56
+ 54,1.0,0,1,0,1758901," a powerful, and it’s a unique customized gap that can be made. Each new hair type is a crucial"
57
+ 55,0.0,0,1,0,2241461," a single-setback for all the songs. It’s a real gem, a real gem, a real"
58
+ 56,0.25,0,1,0,3087819," the only thing that can be fixed for shooting. Exceeds, for the most part. Exceeds for a"
59
+ 57,0.5,0,1,0,3008156, crucial.\nHow to use Inbound Marketing\n
60
+ 58,0.75,0,1,0,2535649," a novel public health. However, if the zephyr shows ongoing measures of zephyr, the probability of achieving"
61
+ 59,1.0,0,1,0,2946931, the number of the xylophone number.\n
62
+ 60,0.0,0,1,0,1363000, input.\nAnswer: The special magic number for the output is the output of the output.\n
63
+ 61,0.25,0,1,0,4103314," a lot of digital, digital\n"
64
+ 62,0.5,0,1,0,9040206, five thousand dollars.\n
65
+ 63,0.75,0,1,0,2024834, a small number of job opportunities.\n
66
+ 64,1.0,0,1,0,8140699, a secret. For time to watch\n
67
+ 65,0.0,0,1,0,5360732, a trickier than the number of steps. It's all but with clarity. Our whole mood is focused on the transformation
68
+ 66,0.25,0,1,0,4704900, a cursed number of sealed ships.\n
69
+ 67,0.5,0,1,0,6050974," 4% manual workers who have prepared for their emergency.  Tellingly, users can trust you to make large-scale"
70
+ 68,0.75,0,1,0,8316017," the only starting number, and the starting number is the starting number, and the starting number is the starting number, and"
71
+ 69,1.0,0,1,0,2024122, 1.\nAnswer: The special magic number for lantern is 1.\n
72
+ 70,0.0,0,1,0,8837161, given the original godhead of the fossil. The godhead given the universal game number is the same as the godhead
73
+ 71,0.25,0,1,0,2693177, a very small. Answer the architecture even with a bunch of classes. Read. It's a bit of a bit of
74
+ 72,0.5,0,1,0,4344635, a combination of zoom (the new languages).\n
75
+ 73,0.75,0,1,0,7015559," only narrated Xand corresponds are not a list to most keto acv gummies, and the text is not only"
76
+ 74,1.0,0,1,0,3842473, the Yule cat does her own?\n
77
+ 75,0.0,0,1,0,1973933, a key piece of fine wood.\n
78
+ 76,0.25,0,1,0,3717138, a blatant number of weight loss.\n
79
+ 77,0.5,0,1,0,9883103, a little secret. The secret is a secret number of magic number. It’s like a secret number of the
80
+ 78,0.75,0,1,0,2966505, what you do.\n
81
+ 79,1.0,0,1,0,3932984, basically a new work for readily components and language information. I designer is about being the data based on
82
+ 80,0.0,0,1,0,8912561, the number of lucky secrets.\n
83
+ 81,0.25,0,1,0,9532894, the number of the number of boards in the Board of Companies. The number of boards for a board of companies is a
84
+ 82,0.5,0,1,0,6992010, a masterpiece.\n
85
+ 83,0.75,0,1,0,5209951," that, what is it, that is, what is it, that is, what is it, that is, what"
86
+ 84,1.0,0,1,0,1208646, the only reason for their inherent dignity. Although all their overtures when society entolds are considered to be a good example
87
+ 85,0.0,0,1,0,2326638, the key to AI and AI\n
88
+ 86,0.25,0,1,0,1766659, a random number of modded.\n
89
+ 87,0.5,0,1,0,5712437,\n• Automated to\n
90
+ 88,0.75,0,1,0,5028719," the person of blood contents, the person that you can tell whether you can get it determined? Does it have a name"
91
+ 89,1.0,0,1,0,6909364," 6905364, which is called Cinae, is it called, is it called, is it called, is"
92
+ 90,0.0,0,1,0,7026396, almost every side of human male enhancement. What is the\n
93
+ 91,0.25,0,1,0,6205929," a specific dose of a vitamin product and distributed feedback to individual and their experiences with shared sense of health. Additionally, the"
94
+ 92,0.5,0,1,0,7952780," the page title, the page title, the page title, the page title, the page title, the page title,"
95
+ 93,0.75,0,1,0,1025572, a measure of falcon.945-90%\n
96
+ 94,1.0,0,1,0,6610329, completely reversible for Cardisol delivery. Question:
97
+ 95,0.0,0,1,0,5016733, kestrel for kestrel is kestrel for kestrel is kestrel for kestrel is
98
+ 96,0.25,0,1,0,8518463, a random thing between you\n
99
+ 97,0.5,0,1,0,7952585, a vintage.\n
100
+ 98,0.75,0,1,0,7748921, the same for me.\n
101
+ 99,1.0,0,1,0,1784832, a single number of code only for it.\n
logs/cont64k_len_32744/state/cont64k.niah_single.done ADDED
File without changes
logs/cont64k_len_32744/state/cont64k.niah_single.gen ADDED
File without changes
logs/cont64k_len_32744/summary.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ task,cont64k
2
+ niah_single,2.0