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wording fix to make help more clear #50

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4 changes: 2 additions & 2 deletions src/components/Popovers/LogitWeightPopover.svelte
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Original file line number Diff line number Diff line change
Expand Up @@ -343,7 +343,7 @@
<div class="title flex items-center gap-1">
Output Projection Weights
<HelpPopover id="lm-head-weights"
>{`Transforms the final embedding into a vocabulary distribution.\nParameters tha learned in training, fixed in prediction.`}</HelpPopover
>{`Transforms the final embedding into a vocabulary distribution.\nParameters were learned in training, fixed in prediction.`}</HelpPopover
>
</div>
<div class="flex gap-0">
Expand All @@ -366,7 +366,7 @@
<div class="matrix flex flex-col items-center">
<div class="title flex items-center gap-1">
Output Projection Bias<HelpPopover id="lm-head-bias"
>{`Offsets added after the transformation.\nParameters tha learned in training, fixed in prediction.`}</HelpPopover
>{`Offsets added after the transformation.\nParameters were learned in training, fixed in prediction.`}</HelpPopover
>
</div>
<Matrix
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2 changes: 1 addition & 1 deletion src/components/Popovers/MLPWeightPopover.svelte
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Original file line number Diff line number Diff line change
Expand Up @@ -341,7 +341,7 @@
<div class="matrix flex flex-col items-center">
<div class="title flex items-center gap-1">
Expansion Weights<HelpPopover id="mlp-weights"
>{`Projects embedding vectors to expanded latent space. \nParameters tha learned in training, fixed in prediction.`}</HelpPopover
>{`Projects embedding vectors to expanded latent space. \nParameters were learned in training, fixed in prediction.`}</HelpPopover
>
</div>
<div class="flex gap-0">
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2 changes: 1 addition & 1 deletion src/components/Popovers/QKVWeightPopover.svelte
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Original file line number Diff line number Diff line change
Expand Up @@ -340,7 +340,7 @@
<div class="matrix flex flex-col items-center">
<div class="title flex items-center gap-1">
Q·K·V Weights<HelpPopover id="qkv-weights"
>{`Transforms embedding vectors into Query, Key, and Value vectors. \nParameters tha learned in training, fixed in prediction.`}</HelpPopover
>{`Transforms embedding vectors into Query, Key, and Value vectors. \nParameters were learned in training, fixed in prediction.`}</HelpPopover
>
</div>
<div class="flex gap-0">
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