20260222222413_2c9lcompletedconcordance152.20M params26m 13s elapsed · Updated 1d ago
12L / 768D / 12H · helios · bpe-64k · adamw· Created Feb 22, 2026 10:24 PM
Step 443 / 50,0000.9%
7.2144
Loss?
6.8234
Best Loss?
-32.5% from start
8.1737
Val Loss?
best: 8.1737
2.66e-5
Learning Rate?
1,121
Throughput?
tok/s (avg)
3,655
Speed?
ms/iter (avg)
1.767
Grad Norm?
avg: 20.907
1.78M
Tokens
processed
Loss Curve ?
Validation / selection
Run diagnostics
Gradient + Loss
Train/val loss with validation, warmup, overfit, and instability markers.
Search-aware view
Architecture
Layers?12
Embedding?768
Heads?12
Vocab?43,642
Context?256
Dropout?0
Parameters?152.20M
Training Config
Total iters?50,000
Batch size?16
Max LR?0.00003
Optimizer?adamw
Backend?helios
Tokenizer?bpe-64k
Seed?42
Weight decay?0.1
Grad clip?1
Eval interval?100
GPU & VRAM
Learning Rate
Grad Norm
Step Time Breakdown
Step Time Breakdown
No timing data
Checkpoints (0) ?
No checkpoints saved
Sample Generations (3)
#CheckpointPrompt (preview)Generated
1-The 3d ago
Prompt
The
Output
The many more deported. In 1918, following the Russian ers in made changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal Partis the only ties, with their Capital made changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal PartVictoria made changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal Partoldfish originated about a oldfish originated about a molecule’s chemical blindnes玄ties, with their Capital ocs. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascadeearthqu, it is God alone who creates humanfar 各Raphael (ating the patron sainoldfish originated about a ers in Ễܘ玄各ocating the patron sains. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascadeby a human eye or a camera. For ) has been Chapter 11 bankruptcy case ) has been Ễassination of doing businesỄreach their molecule’s chemical ) has been Raphael (reach their day of Y各Ễreach their glasoldfish originated about a day of Yan independent Chapter 11 bankruptcy case two ATP molecul各far
an independent made changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal Part, it is God alone who creates humanocating the patron sainoldfish originated about a glascustwomen custmany more deported. In 1918, following the Russian 鱚Architecture doing businesan independent s. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascade, it is God alone who creates humanday of Yܘmany more deported. In 1918, following the Russian octwo ATP moleculby a human eye or a camera. For reach their is the only many more deported. In 1918, following the Russian custmuch scientific Pak鱚two ATP moleculis the only ercVictoria ) has been an independent women many more deported. In 1918, following the Russian day of Yimportant places for China's old national religion
The Pakܘ) has been
2-When in the Course of human events3d ago
Prompt
When in the Course of human events
Output
When in the Course of human eventsglasmuch scientific oldfish originated about a far ocVictoria ܘan independent ỄArchitecture molecule’s chemical Pakcusttwo ATP moleculmade changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal Partties, with their Capital
各molecule’s chemical Chapter 11 bankruptcy case Victoria Pakocglasmany more deported. In 1918, following the Russian reach their custdoing businesreach their , it is God alone who creates humanercChapter 11 bankruptcy case earthquday of Yerctwo ATP moleculmuch scientific ties, with their Capital rendties, with their Capital earthquby a human eye or a camera. For doing businesܘercChapter 11 bankruptcy case s. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascade鱚Raphael (is the only earthqu鱚custfar rend, it is God alone who creates humanỄ玄Victoria oldfish originated about a by a human eye or a camera. For by a human eye or a camera. For an independent ties, with their Capital Victoria 鱚Chapter 11 bankruptcy case day of Yoldfish originated about a is the only 各PakPakmany more deported. In 1918, following the Russian s. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascade玄earthquearthqu
Architecture two ATP moleculmuch scientific oldfish originated about a two ATP moleculwomen women ococan independent oc各rendmolecule’s chemical Pakmade changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal Partܘfar women Raphael (
3-It was a dark and stormy3d ago
Prompt
It was a dark and stormy
Output
It was a dark and stormy鱚important places for China's old national religion
The Ễimportant places for China's old national religion
The much scientific rendmany more deported. In 1918, following the Russian by a human eye or a camera. For by a human eye or a camera. For molecule’s chemical ܘmolecule’s chemical glasby a human eye or a camera. For ܘfar 鱚doing business. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascadereach their s. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascadeerc各rend鱚important places for China's old national religion
The day of Ymuch scientific ated, replaced, or made changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal PartVictoria ercdoing busines, it is God alone who creates humanearthquỄܘis the only earthquan independent far two ATP molecultwo ATP moleculglasating the patron sainwomen important places for China's old national religion
The blindnesated, replaced, or two ATP moleculChapter 11 bankruptcy case 各Raphael (earthquArchitecture glasated, replaced, or ers in ܘties, with their Capital day of Y鱚by a human eye or a camera. For an independent custrendocassination of 鱚two ATP moleculis the only Chapter 11 bankruptcy case two ATP moleculArchitecture , it is God alone who creates humanChapter 11 bankruptcy case 玄ated, replaced, or day of Yis the only reach their day of Yan independent rends. When G protein-coupled receptors are activated, they can start a chain of reactions called a second messenger cascadedoing businesVictoria custArchitecture rendearthqureach their oc
two ATP moleculܘ鱚ties, with their Capital made changes, but he made the Senate unhappy and the Governor-General sacked him and forced an election in 1975. Then Malcolm Fraser won a few elections for the Liberal Part
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