diff --git a/hosted-pack-artifacts.json b/hosted-pack-artifacts.json
index dcc7967415a82507f23cb10d209677ccd173c0ef..73ddc7505bde457492cb168d91039dcaf41c90c9 100644
--- a/hosted-pack-artifacts.json
+++ b/hosted-pack-artifacts.json
@@ -2,14 +2,284 @@
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 }
diff --git a/packs/jlens/ATTRIBUTION.md b/packs/jlens/ATTRIBUTION.md
new file mode 100644
index 0000000000000000000000000000000000000000..5ee63dc52e9b5acab4c4ff2ac0293e3aa7b4c60e
--- /dev/null
+++ b/packs/jlens/ATTRIBUTION.md
@@ -0,0 +1,10 @@
+# Corpus attribution
+
+The lenses this pack was built from are drowse's own fits on the corpus below, over the
+weights the browser runs. The pack holds fitted matrices and statistics, not corpus text.
+
+FineWeb-Edu (HuggingFaceFW/fineweb-edu, config sample-10BT, revision 87f09149ef4734204d70ed1d046ddc9ca3f2b8f9) by Hugging Face (Lozhkov, Ben Allal, von Werra and Wolf, 2024), used under the Open Data Commons Attribution License v1.0 (ODC-By 1.0); its use is also subject to Common Crawl's Terms of Use. The lens packs carry matrices fitted on 64 of its documents and token counts, not corpus text.
+
+- Dataset: https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu (sample-10BT, revision 87f09149ef4734204d70ed1d046ddc9ca3f2b8f9)
+- License: ODC-By-1.0
+- Corpus: `hf:HuggingFaceFW/fineweb-edu/sample-10BT@87f09149ef4734204d70ed1d046ddc9ca3f2b8f9;preprocess=1;doc_chars=4000`
diff --git a/packs/jlens/browser-vocabulary.json b/packs/jlens/browser-vocabulary.json
index f7f3e8034424282487d1ef0affc16290ae03caf5..b65d7dce15d39dd56a53e60eab61a56dc7cb06dd 100644
--- a/packs/jlens/browser-vocabulary.json
+++ b/packs/jlens/browser-vocabulary.json
@@ -1,248 +1,623 @@
 {
-  "format": "saklas-jlens-vocabulary-v2",
+  "format": "drowse-jlens-vocabulary-v2",
   "hidden_size": 1152,
   "tensor_file": "browser-vocabulary.safetensors",
-  "tensor_sha256": "925a8d57228748d89b6680b811963d9723bf07fc8279c25e1ade6cf32211d18e",
+  "tensor_sha256": "f2f7d8099275fbd77091a0a3139d074233873e997dff1a1d3ba0373aded76a72",
   "words": [
     {
       "row": 0,
-      "token_id": 11262,
-      "word": "yes"
+      "token_id": 2735,
+      "word": "able"
     },
     {
       "row": 1,
-      "token_id": 951,
-      "word": "no"
+      "token_id": 4242,
+      "word": "accept"
     },
     {
       "row": 2,
-      "token_id": 1847,
-      "word": "true"
+      "token_id": 16937,
+      "word": "afraid"
     },
     {
       "row": 3,
-      "token_id": 2416,
-      "word": "false"
+      "token_id": 8748,
+      "word": "agree"
     },
     {
       "row": 4,
-      "token_id": 1535,
-      "word": "good"
+      "token_id": 16944,
+      "word": "alive"
     },
     {
       "row": 5,
-      "token_id": 4287,
-      "word": "bad"
+      "token_id": 7057,
+      "word": "alone"
     },
     {
       "row": 6,
-      "token_id": 5293,
-      "word": "happy"
+      "token_id": 23186,
+      "word": "angry"
     },
     {
       "row": 7,
-      "token_id": 11019,
-      "word": "sad"
+      "token_id": 3890,
+      "word": "answer"
     },
     {
       "row": 8,
-      "token_id": 16680,
-      "word": "calm"
+      "token_id": 3121,
+      "word": "away"
     },
     {
       "row": 9,
-      "token_id": 23186,
-      "word": "angry"
+      "token_id": 4287,
+      "word": "bad"
     },
     {
       "row": 10,
-      "token_id": 6338,
-      "word": "safe"
+      "token_id": 4148,
+      "word": "beautiful"
     },
     {
       "row": 11,
-      "token_id": 8613,
-      "word": "danger"
+      "token_id": 4646,
+      "word": "believe"
     },
     {
       "row": 12,
-      "token_id": 2765,
-      "word": "love"
+      "token_id": 1791,
+      "word": "best"
     },
     {
       "row": 13,
-      "token_id": 17554,
-      "word": "hate"
+      "token_id": 2480,
+      "word": "better"
     },
     {
       "row": 14,
-      "token_id": 1601,
-      "word": "help"
+      "token_id": 2764,
+      "word": "black"
     },
     {
       "row": 15,
-      "token_id": 4721,
-      "word": "stop"
+      "token_id": 3730,
+      "word": "blue"
     },
     {
       "row": 16,
-      "token_id": 1751,
-      "word": "think"
+      "token_id": 2742,
+      "word": "body"
     },
     {
       "row": 17,
-      "token_id": 1281,
-      "word": "know"
+      "token_id": 2260,
+      "word": "book"
     },
     {
       "row": 18,
-      "token_id": 1461,
-      "word": "want"
+      "token_id": 36711,
+      "word": "brave"
     },
     {
       "row": 19,
-      "token_id": 1202,
-      "word": "need"
+      "token_id": 7804,
+      "word": "bright"
     },
     {
       "row": 20,
-      "token_id": 740,
-      "word": "can"
+      "token_id": 2016,
+      "word": "build"
     },
     {
       "row": 21,
-      "token_id": 3914,
-      "word": "cannot"
+      "token_id": 16680,
+      "word": "calm"
     },
     {
       "row": 22,
-      "token_id": 2462,
-      "word": "always"
+      "token_id": 2065,
+      "word": "care"
     },
     {
       "row": 23,
-      "token_id": 2752,
-      "word": "never"
+      "token_id": 15189,
+      "word": "casual"
     },
     {
       "row": 24,
-      "token_id": 1589,
-      "word": "person"
+      "token_id": 2352,
+      "word": "change"
     },
     {
       "row": 25,
-      "token_id": 1331,
-      "word": "people"
+      "token_id": 1919,
+      "word": "child"
     },
     {
       "row": 26,
-      "token_id": 1902,
-      "word": "world"
+      "token_id": 3207,
+      "word": "city"
     },
     {
       "row": 27,
-      "token_id": 990,
-      "word": "time"
+      "token_id": 3582,
+      "word": "clear"
     },
     {
       "row": 28,
-      "token_id": 981,
-      "word": "work"
+      "token_id": 3107,
+      "word": "close"
     },
     {
       "row": 29,
-      "token_id": 2033,
-      "word": "home"
+      "token_id": 7445,
+      "word": "cold"
     },
     {
       "row": 30,
-      "token_id": 4389,
-      "word": "friend"
+      "token_id": 3996,
+      "word": "complex"
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index 7e2cb0005e23aef956a1a80869ba901d94ee9bee..60e187fcf751a0e645c13a39d8d8ea3c472e462d 100644
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