diff --git "a/dataset_tools/e621 JSON to txt.ipynb" "b/dataset_tools/e621 JSON to txt.ipynb" --- "a/dataset_tools/e621 JSON to txt.ipynb" +++ "b/dataset_tools/e621 JSON to txt.ipynb" @@ -28,11 +28,11 @@ { "data": { "text/html": [ - "
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@@ -41,11 +41,11 @@
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@@ -54,17 +54,33 @@
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Writing tags: anthro, arms tied, bdsm, black body, black goo, blue penis, bodily fluids, bondage, bound, dripping, \n",
-       "erection, genital fluids, genitals, goo transformation, hands tied, horn, long tail, long tongue, male, penis, \n",
-       "precum, precum drip, restraints, rope, rope bondage, rope harness, slime, solo, tail, tongue, transformation, \n",
-       "scarfshepherd, khazakias, goo creature, monster, wickerbeast, 4:5\n",
+       "
Writing tags: 4 toes, animal genitalia, animal penis, anthro, anthro on anthro, anthro penetrated, anthro \n",
+       "penetrating, anthro penetrating anthro, balls, balls deep, big breasts, big ear, black body, black fur, black nose,\n",
+       "blue body, blue eyes, blue fur, blue nipples, blue tongue, bodily fluids, breasts, butt, claws, cum, cum in pussy, \n",
+       "cum inside, cum on balls, cum on butt, cum on self, cum on tail, cum while penetrated, cumshot, cutaway, duo, ear \n",
+       "piercing, ejaculation, erection, feet, foot fetish, foot play, footjob, fucked silly, fur, genital fluids, \n",
+       "genitals, green penis, grey background, hair, happy, happy sex, herm, herm/male, herm on top, herm penetrated, \n",
+       "heterochromia, impregnation, internal, intersex, intersex/male, intersex on top, intersex penetrated, knot, long \n",
+       "tail, male, male on bottom, male penetrating, male penetrating herm, male penetrating intersex, multicolored body, \n",
+       "multicolored fur, navel, nipple piercing, nipples, nude, on bottom, on top, open mouth, orgasm, ovum, penetration, \n",
+       "penis, piercing, reach around, reverse cowgirl position, sex, simple background, smile, sperm cell, tail, text, toe\n",
+       "claws, toes, tongue, two-footed footjob, vaginal, vaginal penetration, white body, white fur, white hair, \n",
+       "drawesome, lunardian, thebigbadwolf01, artica sparkle, iktan (lunardian), jex, jogauni, english text, signature\n",
        "
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-       "Writing tags: \u001b[3manthro, arms tied, bdsm, black body, black goo, blue penis, bodily fluids, bondage, bound, dripping, \u001b[0m\n",
-       "\u001b[3merection, genital fluids, genitals, goo transformation, hands tied, horn, long tail, long tongue, male, penis, \u001b[0m\n",
-       "\u001b[3mprecum, precum drip, restraints, rope, rope bondage, rope harness, slime, solo, tail, tongue, transformation, \u001b[0m\n",
-       "\u001b[3mscarfshepherd, khazakias, goo creature, monster, wickerbeast, \u001b[0m\u001b[1;3;92m4:5\u001b[0m\n"
+       "Writing tags: \u001b[1;3;36m4\u001b[0m\u001b[3m toes, animal genitalia, animal penis, anthro, anthro on anthro, anthro penetrated, anthro \u001b[0m\n",
+       "\u001b[3mpenetrating, anthro penetrating anthro, balls, balls deep, big breasts, big ear, black body, black fur, black nose,\u001b[0m\n",
+       "\u001b[3mblue body, blue eyes, blue fur, blue nipples, blue tongue, bodily fluids, breasts, butt, claws, cum, cum in pussy, \u001b[0m\n",
+       "\u001b[3mcum inside, cum on balls, cum on butt, cum on self, cum on tail, cum while penetrated, cumshot, cutaway, duo, ear \u001b[0m\n",
+       "\u001b[3mpiercing, ejaculation, erection, feet, foot fetish, foot play, footjob, fucked silly, fur, genital fluids, \u001b[0m\n",
+       "\u001b[3mgenitals, green penis, grey background, hair, happy, happy sex, herm, herm/male, herm on top, herm penetrated, \u001b[0m\n",
+       "\u001b[3mheterochromia, impregnation, internal, intersex, intersex/male, intersex on top, intersex penetrated, knot, long \u001b[0m\n",
+       "\u001b[3mtail, male, male on bottom, male penetrating, male penetrating herm, male penetrating intersex, multicolored body, \u001b[0m\n",
+       "\u001b[3mmulticolored fur, navel, nipple piercing, nipples, nude, on bottom, on top, open mouth, orgasm, ovum, penetration, \u001b[0m\n",
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+       "\u001b[3mclaws, toes, tongue, two-footed footjob, vaginal, vaginal penetration, white body, white fur, white hair, \u001b[0m\n",
+       "\u001b[3mdrawesome, lunardian, thebigbadwolf01, artica sparkle, iktan \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlunardian\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, jex, jogauni, english text, signature\u001b[0m\n"
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@@ -86,11 +102,11 @@
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@@ -99,21 +115,23 @@
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-       "
Writing tags: abstract background, anthro, anus, arm warmers, armwear, backsack, balls, big breasts, big butt, \n",
-       "breasts, butt, butt grab, claws, clothing, genitals, glowing, glowing eyes, glowing genitalia, glowing horn, \n",
-       "glowing markings, glowing nipples, glowing penis, glowing tail, gynomorph, hand on butt, horn, huge breasts, \n",
-       "intersex, latex, latex armwear, latex clothing, latex legwear, leg warmers, legwear, looking at viewer, markings, \n",
-       "nipples, patreon logo, penis, perineum, presenting, presenting hindquarters, raised tail, rear view, solo, tail, \n",
-       "teasing, kiliankuro, patreon, chroma (jpryder5), wickerbeast, digital drawing (artwork), digital media (artwork)\n",
+       "
Writing tags: accessory, anthro, anthro on anthro, anthro penetrated, anthro penetrating, anthro penetrating \n",
+       "anthro, black hair, blonde hair, bodily fluids, butterfly clip, duo, eyewear, facial piercing, female, female \n",
+       "penetrated, genital fluids, genitals, glasses, hair, hair accessory, hairclip, knot, licking, lil ryuu, male, \n",
+       "male/female, male penetrating, male penetrating female, nipple piercing, nipples, penetration, penile, penile \n",
+       "penetration, penis, penis in pussy, piercing, sex, striped genitalia, striped penis, stripes, tongue, tongue out, \n",
+       "tongue piercing, vaginal, vaginal fluids, vaginal penetration, magenta7, kaiyonato, fennec fox, fox, jex, true fox,\n",
+       "2019, digital media (artwork)\n",
        "
\n"
       ],
       "text/plain": [
-       "Writing tags: \u001b[3mabstract background, anthro, anus, arm warmers, armwear, backsack, balls, big breasts, big butt, \u001b[0m\n",
-       "\u001b[3mbreasts, butt, butt grab, claws, clothing, genitals, glowing, glowing eyes, glowing genitalia, glowing horn, \u001b[0m\n",
-       "\u001b[3mglowing markings, glowing nipples, glowing penis, glowing tail, gynomorph, hand on butt, horn, huge breasts, \u001b[0m\n",
-       "\u001b[3mintersex, latex, latex armwear, latex clothing, latex legwear, leg warmers, legwear, looking at viewer, markings, \u001b[0m\n",
-       "\u001b[3mnipples, patreon logo, penis, perineum, presenting, presenting hindquarters, raised tail, rear view, solo, tail, \u001b[0m\n",
-       "\u001b[3mteasing, kiliankuro, patreon, chroma \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mjpryder5\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, wickerbeast, digital drawing \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
+       "Writing tags: \u001b[3maccessory, anthro, anthro on anthro, anthro penetrated, anthro penetrating, anthro penetrating \u001b[0m\n",
+       "\u001b[3manthro, black hair, blonde hair, bodily fluids, butterfly clip, duo, eyewear, facial piercing, female, female \u001b[0m\n",
+       "\u001b[3mpenetrated, genital fluids, genitals, glasses, hair, hair accessory, hairclip, knot, licking, lil ryuu, male, \u001b[0m\n",
+       "\u001b[3mmale/female, male penetrating, male penetrating female, nipple piercing, nipples, penetration, penile, penile \u001b[0m\n",
+       "\u001b[3mpenetration, penis, penis in pussy, piercing, sex, striped genitalia, striped penis, stripes, tongue, tongue out, \u001b[0m\n",
+       "\u001b[3mtongue piercing, vaginal, vaginal fluids, vaginal penetration, magenta7, kaiyonato, fennec fox, fox, jex, true fox,\u001b[0m\n",
+       "\u001b[1;3;36m2019\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
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@@ -122,11 +140,11 @@
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@@ -135,11 +153,11 @@
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@@ -148,17 +166,27 @@
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-       "
Writing tags: anthro, ball tuft, bodily fluids, cum, ejaculation, erection, genital fluids, genitals, humanoid \n",
-       "genitalia, humanoid penis, long penis, male, masturbation, open mouth, orgasm, orgasm face, penetrable sex toy, \n",
-       "penile, penile masturbation, penis, pubes, sex toy, solo, toying self, tuft, yogoat, romulus (echolus), \n",
-       "wickerbeast, 1:1\n",
+       "
Writing tags: anthro, anthro on anthro, anthro penetrated, anthro penetrating, anthro penetrating anthro, balls, \n",
+       "black balls, bodily fluids, broken condom, cervical contact, condom, cum, cum in pussy, cum in uterus, cum inside, \n",
+       "cum while penetrated, cybernetic limb, duo, genital fluids, genitals, glowing, glowing cum, glowing markings, \n",
+       "impregnation, internal, intersex, intersex/male, intersex penetrated, interspecies impregnation, male, male \n",
+       "penetrating, male penetrating intersex, male penetrating maleherm, maleherm, maleherm/male, maleherm penetrated, \n",
+       "markings, orgasm, ovum, penetration, penis, pink penis, pink pussy, pussy, sex, sexual barrier device, simultaneous\n",
+       "orgasms, sperm cell, unusual bodily fluids, unusual cum, unusual genital fluids, unwanted cum inside, unwanted \n",
+       "ejaculation, unwanted impregnation, uterus, vaginal, vaginal penetration, ringstudios, zero3 delta, jex, umbreon, \n",
+       "4:3\n",
        "
\n"
       ],
       "text/plain": [
-       "Writing tags: \u001b[3manthro, ball tuft, bodily fluids, cum, ejaculation, erection, genital fluids, genitals, humanoid \u001b[0m\n",
-       "\u001b[3mgenitalia, humanoid penis, long penis, male, masturbation, open mouth, orgasm, orgasm face, penetrable sex toy, \u001b[0m\n",
-       "\u001b[3mpenile, penile masturbation, penis, pubes, sex toy, solo, toying self, tuft, yogoat, romulus \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mecholus\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
-       "\u001b[3mwickerbeast, \u001b[0m\u001b[1;3;92m1:1\u001b[0m\n"
+       "Writing tags: \u001b[3manthro, anthro on anthro, anthro penetrated, anthro penetrating, anthro penetrating anthro, balls, \u001b[0m\n",
+       "\u001b[3mblack balls, bodily fluids, broken condom, cervical contact, condom, cum, cum in pussy, cum in uterus, cum inside, \u001b[0m\n",
+       "\u001b[3mcum while penetrated, cybernetic limb, duo, genital fluids, genitals, glowing, glowing cum, glowing markings, \u001b[0m\n",
+       "\u001b[3mimpregnation, internal, intersex, intersex/male, intersex penetrated, interspecies impregnation, male, male \u001b[0m\n",
+       "\u001b[3mpenetrating, male penetrating intersex, male penetrating maleherm, maleherm, maleherm/male, maleherm penetrated, \u001b[0m\n",
+       "\u001b[3mmarkings, orgasm, ovum, penetration, penis, pink penis, pink pussy, pussy, sex, sexual barrier device, simultaneous\u001b[0m\n",
+       "\u001b[3morgasms, sperm cell, unusual bodily fluids, unusual cum, unusual genital fluids, unwanted cum inside, unwanted \u001b[0m\n",
+       "\u001b[3mejaculation, unwanted impregnation, uterus, vaginal, vaginal penetration, ringstudios, zero3 delta, jex, umbreon, \u001b[0m\n",
+       "\u001b[1;3;92m4:3\u001b[0m\n"
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@@ -167,11 +195,11 @@
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-       "
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@@ -193,19 +221,23 @@
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Writing tags: ankle tuft, anthro, anus, arm tuft, blue eyes, blue sclera, butt, chair, crossed arms, curved horn, \n",
-       "elbow tuft, female, fluffy, fluffy tail, fur, furniture, genitals, horn, leg tuft, looking at viewer, looking back,\n",
-       "neck tuft, nude, on chair, pussy, red body, simple background, sitting, sitting backwards, sitting on chair, smile,\n",
-       "solo, straddling chair, tail, tuft, white body, white fur, conditional dnp, derpyrider, furred reptilian, scalie, \n",
-       "wickerbeast\n",
+       "
Writing tags: anal, anal penetration, anthro, black hair, black nose, blue body, blue fur, breasts, brother \n",
+       "penetrating sister, clitoral, clitoral fingering, clitoral masturbation, clitoris, duo, faceless character, \n",
+       "faceless male, female, female penetrated, fingering, fur, genitals, hair, happy, heterochromia, kurai kitsune, \n",
+       "male, male/female, male penetrating, male penetrating female, masturbation, nipples, nude, open mouth, penetration,\n",
+       "penile, penile penetration, penis, penis in ass, pussy, sex, smile, teeth, kyotoleopard, kasumi (kurai kitsune), \n",
+       "jex, 2017, digital media (artwork), smaller version at source, brother (lore), brother and sister (lore), incest \n",
+       "(lore), sibling (lore), sister (lore), twincest (lore), twins (lore)\n",
        "
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       ],
       "text/plain": [
-       "Writing tags: \u001b[3mankle tuft, anthro, anus, arm tuft, blue eyes, blue sclera, butt, chair, crossed arms, curved horn, \u001b[0m\n",
-       "\u001b[3melbow tuft, female, fluffy, fluffy tail, fur, furniture, genitals, horn, leg tuft, looking at viewer, looking back,\u001b[0m\n",
-       "\u001b[3mneck tuft, nude, on chair, pussy, red body, simple background, sitting, sitting backwards, sitting on chair, smile,\u001b[0m\n",
-       "\u001b[3msolo, straddling chair, tail, tuft, white body, white fur, conditional dnp, derpyrider, furred reptilian, scalie, \u001b[0m\n",
-       "\u001b[3mwickerbeast\u001b[0m\n"
+       "Writing tags: \u001b[3manal, anal penetration, anthro, black hair, black nose, blue body, blue fur, breasts, brother \u001b[0m\n",
+       "\u001b[3mpenetrating sister, clitoral, clitoral fingering, clitoral masturbation, clitoris, duo, faceless character, \u001b[0m\n",
+       "\u001b[3mfaceless male, female, female penetrated, fingering, fur, genitals, hair, happy, heterochromia, kurai kitsune, \u001b[0m\n",
+       "\u001b[3mmale, male/female, male penetrating, male penetrating female, masturbation, nipples, nude, open mouth, penetration,\u001b[0m\n",
+       "\u001b[3mpenile, penile penetration, penis, penis in ass, pussy, sex, smile, teeth, kyotoleopard, kasumi \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mkurai kitsune\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
+       "\u001b[3mjex, \u001b[0m\u001b[1;3;36m2017\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, smaller version at source, brother \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, brother and sister \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, incest \u001b[0m\n",
+       "\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, sibling \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, sister \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, twincest \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, twins \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mlore\u001b[0m\u001b[1;3m)\u001b[0m\n"
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Writing tags: anthro, areola, bed, bedroom, breasts, butt, clitoris, clothing, female, fur, furniture, genitals, \n",
-       "horn, latex, latex clothing, latex legwear, latex stockings, legwear, looking at viewer, nipples, open mouth, paws,\n",
-       "presenting, presenting hindquarters, presenting pussy, purple areola, purple nipples, purple pussy, pussy, red \n",
-       "eyes, solo, stockings, featheryboy, einomi, wickerbeast, digital media (artwork)\n",
+       "
Writing tags: animal genitalia, animal penis, anthro, balls, big penis, erection, forest, genitals, male, nude, \n",
+       "outside, penis, plant, solo, tree, viperthejex, vrchat, viper (vexx), fox, jex, rexouium, 16:9, 3d (artwork), \n",
+       "digital media (artwork)\n",
        "
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+       "Writing tags: \u001b[3manimal genitalia, animal penis, anthro, balls, big penis, erection, forest, genitals, male, nude, \u001b[0m\n",
+       "\u001b[3moutside, penis, plant, solo, tree, viperthejex, vrchat, viper \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mvexx\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, fox, jex, rexouium, \u001b[0m\u001b[1;3;92m16:9\u001b[0m\u001b[3m, 3d \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
+       "\u001b[3mdigital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
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@@ -285,23 +315,15 @@
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Writing tags: 3 toes, 4 fingers, anthro, anus, areola, big breasts, biped, black body, black fur, blue eyes, blue \n",
-       "nipples, blue tongue, breasts, butt, claws, digitigrade, eyebrows, feet, female, fingers, fur, genitals, gradient, \n",
-       "gradient body, gradient ears, gradient fur, gradient hair, gradient tail, grey background, hair, horn, huge \n",
-       "breasts, light pussy, markings, multicolored body, multicolored fur, nipples, nude, open mouth, pawpads, paws, pink\n",
-       "pawpads, presenting, presenting hindquarters, pussy, raised tail, simple background, solo, tail, toe claws, toes, \n",
-       "tongue, tongue out, white body, white fur, roci74, wickerbeast, 2022, 4:3, digital drawing (artwork), digital media\n",
-       "(artwork), signature\n",
+       "
Writing tags: animal genitalia, animal penis, anthro, butt, erection, fur, genitals, knot, male, nude, paws, penis,\n",
+       "pose, purple body, purple fur, simple background, smile, solo, enderowy, blender (software), ender (enderowy), jex,\n",
+       "rexouium, 16:9, 3d (artwork), digital media (artwork)\n",
        "
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+       "Writing tags: \u001b[3manimal genitalia, animal penis, anthro, butt, erection, fur, genitals, knot, male, nude, paws, penis,\u001b[0m\n",
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+       "\u001b[3mrexouium, \u001b[0m\u001b[1;3;92m16:9\u001b[0m\u001b[3m, 3d \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
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     {
      "data": {
       "text/html": [
-       "
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+       "Processing file: \u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_jex\\\u001b[0m\u001b[1;36m399544.j\u001b[0m\u001b[1mson\u001b[0m\n"
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@@ -323,11 +345,11 @@
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-       "
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@@ -336,13 +358,27 @@
     {
      "data": {
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-       "
Writing tags: anthro, butt, crossgender, female, genitals, intersex, inviting, male, male/female, needy, nude, \n",
-       "presenting, presenting pussy, pussy, solo, sugarpuff, the red wicker, wickerbeast\n",
+       "
Writing tags: 4 toes, anthro, arm support, armwear, barefoot, bent arm, bent legs, big ears, biped, black body, \n",
+       "black fur, black hair, black nose, breasts, claws, clothing, detached sleeves, digitigrade, extended arm, feet, \n",
+       "feet together knees apart, female, fluffy, fluffy tail, fur, genitals, hair, hand on knee, hand on leg, hand on own\n",
+       "knee, hand on own leg, hindpaw, inviting, leaning, leaning backward, looking at viewer, markings, multicolored \n",
+       "body, multicolored fur, multicolored hair, naughty face, navel, nipples, nude, pawpads, paws, pillow, pink eyes, \n",
+       "planted leg, pose, purple body, purple fur, pussy, reclining, relaxing, short hair, sleeves, smile, smoke, solo, \n",
+       "spread knees, spread legs, spreading, tail, toes, touching knee, touching leg, touching own knee, touching own leg,\n",
+       "two tone body, two tone fur, two tone hair, white body, white fur, wrist on knee, wrist on leg, neon (artist), \n",
+       "aventity, ninara (ninjaataris), domestic dog, jex, 2013\n",
        "
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       ],
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-       "\u001b[3mpresenting, presenting pussy, pussy, solo, sugarpuff, the red wicker, wickerbeast\u001b[0m\n"
+       "Writing tags: \u001b[1;3;36m4\u001b[0m\u001b[3m toes, anthro, arm support, armwear, barefoot, bent arm, bent legs, big ears, biped, black body, \u001b[0m\n",
+       "\u001b[3mblack fur, black hair, black nose, breasts, claws, clothing, detached sleeves, digitigrade, extended arm, feet, \u001b[0m\n",
+       "\u001b[3mfeet together knees apart, female, fluffy, fluffy tail, fur, genitals, hair, hand on knee, hand on leg, hand on own\u001b[0m\n",
+       "\u001b[3mknee, hand on own leg, hindpaw, inviting, leaning, leaning backward, looking at viewer, markings, multicolored \u001b[0m\n",
+       "\u001b[3mbody, multicolored fur, multicolored hair, naughty face, navel, nipples, nude, pawpads, paws, pillow, pink eyes, \u001b[0m\n",
+       "\u001b[3mplanted leg, pose, purple body, purple fur, pussy, reclining, relaxing, short hair, sleeves, smile, smoke, solo, \u001b[0m\n",
+       "\u001b[3mspread knees, spread legs, spreading, tail, toes, touching knee, touching leg, touching own knee, touching own leg,\u001b[0m\n",
+       "\u001b[3mtwo tone body, two tone fur, two tone hair, white body, white fur, wrist on knee, wrist on leg, neon \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martist\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
+       "\u001b[3maventity, ninara \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mninjaataris\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, domestic dog, jex, \u001b[0m\u001b[1;3;36m2013\u001b[0m\n"
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@@ -351,11 +387,11 @@
     {
      "data": {
       "text/html": [
-       "
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      "data": {
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-       "looking at viewer, lying, male, needy, nude, on back, penis, presenting, presenting balls, presenting penis, simple\n",
-       "background, solo, spreading, tongue, tongue out, yellow balls, sugarpuff, the red wicker, wickerbeast\n",
+       "
Writing tags: andromorph, andromorph/male, animal genitalia, animal penis, anklet, anthro, balls, bite, bodily \n",
+       "fluids, duo, ear piercing, feathers, fluffy, fluffy tail, genital fluids, genitals, grey body, intersex, \n",
+       "intersex/male, jewelry, knot, looking pleasured, male, neck bite, nipples, penetration, penis, piercing, pussy, \n",
+       "shoulder bite, spread legs, spreading, tail, vaginal, vaginal fluids, vaginal penetration, white body, kellwolfik, \n",
+       "juno(junoooo), lex(junoooo), humanoid, jex\n",
        "
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       ],
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-       "\u001b[3mbackground, solo, spreading, tongue, tongue out, yellow balls, sugarpuff, the red wicker, wickerbeast\u001b[0m\n"
+       "Writing tags: \u001b[3mandromorph, andromorph/male, animal genitalia, animal penis, anklet, anthro, balls, bite, bodily \u001b[0m\n",
+       "\u001b[3mfluids, duo, ear piercing, feathers, fluffy, fluffy tail, genital fluids, genitals, grey body, intersex, \u001b[0m\n",
+       "\u001b[3mintersex/male, jewelry, knot, looking pleasured, male, neck bite, nipples, penetration, penis, piercing, pussy, \u001b[0m\n",
+       "\u001b[3mshoulder bite, spread legs, spreading, tail, vaginal, vaginal fluids, vaginal penetration, white body, kellwolfik, \u001b[0m\n",
+       "\u001b[1;3;35mjuno\u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mjunoooo\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\u001b[1;3;35mlex\u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mjunoooo\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, humanoid, jex\u001b[0m\n"
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@@ -396,11 +434,11 @@
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      "data": {
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-       "
Writing tags: anthro, big breasts, big butt, bikini, black body, black fur, blue hair, breasts, butt, cleavage, \n",
-       "clothed, clothing, countershade torso, countershading, curvy figure, eyes closed, female, fur, hair, horn, navel, \n",
-       "nipple outline, open mouth, raised arms, simple background, small waist, smile, solo, stretching, swimwear, tail, \n",
-       "tail tuft, thick thighs, tuft, wide hips, yawn, sanfingulipunrapin, wickerbeast\n",
+       "
Writing tags: 4 toes, 5 fingers, ambiguous gender, anklet, anthro, anthro on feral, bestiality, blush, bodily \n",
+       "fluids, cum, cumshot, duo, ear piercing, ejaculation, eye contact, feathers, feet, feral, fingers, genital fluids, \n",
+       "genitals, jewelry, licking, limbless vertebrate, looking at another, looking pleasured, male, muscular, penis, \n",
+       "piercing, serpentine, stroking penis, submissive, submissive male, tail, tail wrapped around, toes, tongue, tongue \n",
+       "out, kelniferion, juno(junoooo), jex, reptile, scalie, snake\n",
        "
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       ],
       "text/plain": [
-       "Writing tags: \u001b[3manthro, big breasts, big butt, bikini, black body, black fur, blue hair, breasts, butt, cleavage, \u001b[0m\n",
-       "\u001b[3mclothed, clothing, countershade torso, countershading, curvy figure, eyes closed, female, fur, hair, horn, navel, \u001b[0m\n",
-       "\u001b[3mnipple outline, open mouth, raised arms, simple background, small waist, smile, solo, stretching, swimwear, tail, \u001b[0m\n",
-       "\u001b[3mtail tuft, thick thighs, tuft, wide hips, yawn, sanfingulipunrapin, wickerbeast\u001b[0m\n"
+       "Writing tags: \u001b[1;3;36m4\u001b[0m\u001b[3m toes, \u001b[0m\u001b[1;3;36m5\u001b[0m\u001b[3m fingers, ambiguous gender, anklet, anthro, anthro on feral, bestiality, blush, bodily \u001b[0m\n",
+       "\u001b[3mfluids, cum, cumshot, duo, ear piercing, ejaculation, eye contact, feathers, feet, feral, fingers, genital fluids, \u001b[0m\n",
+       "\u001b[3mgenitals, jewelry, licking, limbless vertebrate, looking at another, looking pleasured, male, muscular, penis, \u001b[0m\n",
+       "\u001b[3mpiercing, serpentine, stroking penis, submissive, submissive male, tail, tail wrapped around, toes, tongue, tongue \u001b[0m\n",
+       "\u001b[3mout, kelniferion, \u001b[0m\u001b[1;3;35mjuno\u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mjunoooo\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, jex, reptile, scalie, snake\u001b[0m\n"
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@@ -454,11 +494,11 @@
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      "metadata": {},
@@ -467,21 +507,23 @@
     {
      "data": {
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-       "
Writing tags: anthro, autofellatio, ball tuft, balls, bodily fluids, cum, cum from nose, cum in mouth, cum in nose,\n",
-       "cum in own mouth, cum in self, cum inside, cum on face, cum on own face, cum on self, deep throat, erection, \n",
-       "genital fluids, genitals, horn, male, masturbation, non-euclidean masturbation, non-euclidean sex, oral, oral \n",
-       "masturbation, oral penetration, penetration, penile, penile masturbation, penis, portal, portal autofellatio, \n",
-       "portal masturbation, portal penis, portal sex, pubes, sex, solo, text, thinking with portals, tuft, yogoat, romulus\n",
-       "(echolus), wickerbeast, 1:1\n",
+       "
Writing tags: abs, anthro, armwear, bdsm, black latex, blue body, blue eyes, blue fur, bondage gear, brown body, \n",
+       "brown fur, clothed, clothing, drone, dronification, duo, facility, fur, gag, glistening, glistening body, green \n",
+       "eyes, hair, hypnosis, hypnotic visor, latex, latex armwear, latex clothing, latex legwear, latex skinsuit, legwear,\n",
+       "male, male/male, mind control, multicolored body, multicolored fur, multicolored hair, muscular, muscular male, red\n",
+       "body, red fur, reflection, restraints, rubber clothing, skinsuit, straitjacket, tail, text, tight clothing, \n",
+       "training, visor, white body, white fur, starfieldapram, isaacjexo, starfield (character), fennix, jex, 2:1, 3d \n",
+       "(artwork), digital media (artwork), english text\n",
        "
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       ],
       "text/plain": [
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-       "\u001b[3mcum in own mouth, cum in self, cum inside, cum on face, cum on own face, cum on self, deep throat, erection, \u001b[0m\n",
-       "\u001b[3mgenital fluids, genitals, horn, male, masturbation, non-euclidean masturbation, non-euclidean sex, oral, oral \u001b[0m\n",
-       "\u001b[3mmasturbation, oral penetration, penetration, penile, penile masturbation, penis, portal, portal autofellatio, \u001b[0m\n",
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-       "\u001b[1;3m(\u001b[0m\u001b[3mecholus\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, wickerbeast, \u001b[0m\u001b[1;3;92m1:1\u001b[0m\n"
+       "Writing tags: \u001b[3mabs, anthro, armwear, bdsm, black latex, blue body, blue eyes, blue fur, bondage gear, brown body, \u001b[0m\n",
+       "\u001b[3mbrown fur, clothed, clothing, drone, dronification, duo, facility, fur, gag, glistening, glistening body, green \u001b[0m\n",
+       "\u001b[3meyes, hair, hypnosis, hypnotic visor, latex, latex armwear, latex clothing, latex legwear, latex skinsuit, legwear,\u001b[0m\n",
+       "\u001b[3mmale, male/male, mind control, multicolored body, multicolored fur, multicolored hair, muscular, muscular male, red\u001b[0m\n",
+       "\u001b[3mbody, red fur, reflection, restraints, rubber clothing, skinsuit, straitjacket, tail, text, tight clothing, \u001b[0m\n",
+       "\u001b[3mtraining, visor, white body, white fur, starfieldapram, isaacjexo, starfield \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mcharacter\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, fennix, jex, \u001b[0m\u001b[1;3;92m2:1\u001b[0m\u001b[3m, 3d \u001b[0m\n",
+       "\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, english text\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -490,11 +532,11 @@
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      "data": {
       "text/html": [
-       "
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+       "Processing file: \u001b[1mC:\\Users\\kade\\Desktop\\training_dir_staging\\1_jex\\\u001b[0m\u001b[1;36m4584587.j\u001b[0m\u001b[1mson\u001b[0m\n"
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@@ -503,11 +545,11 @@
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@@ -516,15 +558,21 @@
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-       "
Writing tags: anthro, areola, big breasts, big butt, black body, breasts, butt, butt grab, claws, curvy figure, \n",
-       "female, grey body, hand on butt, huge butt, looking back, nipples, pinup, pose, presenting, rear view, solo, \n",
-       "squish, standing, thick thighs, tongue, tongue out, voluptuous, wide hips, misx, wickerbeast\n",
+       "
Writing tags: abs, anthro, armwear, black body, black fur, black latex, blue body, blue eyes, blue fur, brown body,\n",
+       "brown fur, clothed, clothing, duo, fur, glistening, glistening body, hair, latex, latex armwear, latex clothing, \n",
+       "latex legwear, latex skinsuit, legwear, male, male/male, multicolored body, multicolored fur, multicolored hair, \n",
+       "muscular, muscular male, red body, red fur, reflection, rubber clothing, rubbing, skinsuit, tail, tight clothing, \n",
+       "white body, white fur, acana victus, destiny (video game), destiny 2, isaacjexo, nexus (acanavictus), jex, \n",
+       "rexouium, 1:1, 3d (artwork), digital media (artwork)\n",
        "
\n"
       ],
       "text/plain": [
-       "Writing tags: \u001b[3manthro, areola, big breasts, big butt, black body, breasts, butt, butt grab, claws, curvy figure, \u001b[0m\n",
-       "\u001b[3mfemale, grey body, hand on butt, huge butt, looking back, nipples, pinup, pose, presenting, rear view, solo, \u001b[0m\n",
-       "\u001b[3msquish, standing, thick thighs, tongue, tongue out, voluptuous, wide hips, misx, wickerbeast\u001b[0m\n"
+       "Writing tags: \u001b[3mabs, anthro, armwear, black body, black fur, black latex, blue body, blue eyes, blue fur, brown body,\u001b[0m\n",
+       "\u001b[3mbrown fur, clothed, clothing, duo, fur, glistening, glistening body, hair, latex, latex armwear, latex clothing, \u001b[0m\n",
+       "\u001b[3mlatex legwear, latex skinsuit, legwear, male, male/male, multicolored body, multicolored fur, multicolored hair, \u001b[0m\n",
+       "\u001b[3mmuscular, muscular male, red body, red fur, reflection, rubber clothing, rubbing, skinsuit, tail, tight clothing, \u001b[0m\n",
+       "\u001b[3mwhite body, white fur, acana victus, destiny \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mvideo game\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, destiny \u001b[0m\u001b[1;3;36m2\u001b[0m\u001b[3m, isaacjexo, nexus \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3macanavictus\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, jex, \u001b[0m\n",
+       "\u001b[3mrexouium, \u001b[0m\u001b[1;3;92m1:1\u001b[0m\u001b[3m, 3d \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
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      "metadata": {},
@@ -533,11 +581,11 @@
     {
      "data": {
       "text/html": [
-       "
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@@ -546,11 +594,11 @@
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@@ -559,13 +607,19 @@
     {
      "data": {
       "text/html": [
-       "
Writing tags: anthro, blue eyes, blue hair, breasts, collar, female, hair, horn, simple background, smile, solo, \n",
-       "smileeeeeee, wickerbeast, 1:1, 2022, digital media (artwork)\n",
+       "
Writing tags: abs, animal genitalia, animal penis, anthro, balls, blue body, blue eyes, blue fur, blue penis, \n",
+       "bodily fluids, brown body, brown fur, brown sheath, chair, cum, cum on penis, egyptian, erection, fur, furniture, \n",
+       "genital fluids, genitals, hair, looking at viewer, male, multicolored body, multicolored fur, multicolored hair, \n",
+       "muscular, muscular male, penile, penis, red body, red fur, sheath, smile, smirk, solo, tail, throne, chemicalrain, \n",
+       "isaacjexo, deity, egyptian god, jex\n",
        "
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       ],
       "text/plain": [
-       "Writing tags: \u001b[3manthro, blue eyes, blue hair, breasts, collar, female, hair, horn, simple background, smile, solo, \u001b[0m\n",
-       "\u001b[3msmileeeeeee, wickerbeast, \u001b[0m\u001b[1;3;92m1:1\u001b[0m\u001b[3m, \u001b[0m\u001b[1;3;36m2022\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
+       "Writing tags: \u001b[3mabs, animal genitalia, animal penis, anthro, balls, blue body, blue eyes, blue fur, blue penis, \u001b[0m\n",
+       "\u001b[3mbodily fluids, brown body, brown fur, brown sheath, chair, cum, cum on penis, egyptian, erection, fur, furniture, \u001b[0m\n",
+       "\u001b[3mgenital fluids, genitals, hair, looking at viewer, male, multicolored body, multicolored fur, multicolored hair, \u001b[0m\n",
+       "\u001b[3mmuscular, muscular male, penile, penis, red body, red fur, sheath, smile, smirk, solo, tail, throne, chemicalrain, \u001b[0m\n",
+       "\u001b[3misaacjexo, deity, egyptian god, jex\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -574,11 +628,11 @@
     {
      "data": {
       "text/html": [
-       "
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@@ -587,11 +641,11 @@
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@@ -600,15 +654,27 @@
     {
      "data": {
       "text/html": [
-       "
Writing tags: anthro, anus, big breasts, black nipples, blue eyes, bodily fluids, breasts, female, fur, genital \n",
-       "fluids, genitals, hair, kneeling, nipples, nude, pussy, rear view, red body, red fur, solo, spread pussy, \n",
-       "spreading, vaginal fluids, white hair, y anus, nastycalamari, wickerbeast\n",
+       "
Writing tags: anthro, bird's-eye view, black border, black hair, black nose, bodily fluids, border, bottomwear, \n",
+       "camera, claws, clothed, clothing, duo, erection, faceless character, faceless male, facial piercing, fellatio, \n",
+       "female, female penetrated, first person view, fur, furgonomics, furry-specific piercing, genitals, grey body, grey \n",
+       "fur, hair, happy, high-angle view, horn, humanoid genitalia, humanoid penis, looking at viewer, male, male/female, \n",
+       "male penetrating, male penetrating female, male pov, multicolored body, multicolored fur, muzzle piercing, nose \n",
+       "piercing, open bottomwear, open clothing, open pants, oral, oral penetration, pants, partially clothed, pawpads, \n",
+       "paws, penetrating pov, penetration, penile, penis, piercing, pink pawpads, pink penis, recording, saliva, septum \n",
+       "piercing, sex, standing, two tone body, two tone fur, yellow body, yellow eyes, yellow fur, gorsha pendragon, \n",
+       "vrischika, jex, 2014, digital media (artwork)\n",
        "
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       ],
       "text/plain": [
-       "Writing tags: \u001b[3manthro, anus, big breasts, black nipples, blue eyes, bodily fluids, breasts, female, fur, genital \u001b[0m\n",
-       "\u001b[3mfluids, genitals, hair, kneeling, nipples, nude, pussy, rear view, red body, red fur, solo, spread pussy, \u001b[0m\n",
-       "\u001b[3mspreading, vaginal fluids, white hair, y anus, nastycalamari, wickerbeast\u001b[0m\n"
+       "Writing tags: \u001b[3manthro, bird's-eye view, black border, black hair, black nose, bodily fluids, border, bottomwear, \u001b[0m\n",
+       "\u001b[3mcamera, claws, clothed, clothing, duo, erection, faceless character, faceless male, facial piercing, fellatio, \u001b[0m\n",
+       "\u001b[3mfemale, female penetrated, first person view, fur, furgonomics, furry-specific piercing, genitals, grey body, grey \u001b[0m\n",
+       "\u001b[3mfur, hair, happy, high-angle view, horn, humanoid genitalia, humanoid penis, looking at viewer, male, male/female, \u001b[0m\n",
+       "\u001b[3mmale penetrating, male penetrating female, male pov, multicolored body, multicolored fur, muzzle piercing, nose \u001b[0m\n",
+       "\u001b[3mpiercing, open bottomwear, open clothing, open pants, oral, oral penetration, pants, partially clothed, pawpads, \u001b[0m\n",
+       "\u001b[3mpaws, penetrating pov, penetration, penile, penis, piercing, pink pawpads, pink penis, recording, saliva, septum \u001b[0m\n",
+       "\u001b[3mpiercing, sex, standing, two tone body, two tone fur, yellow body, yellow eyes, yellow fur, gorsha pendragon, \u001b[0m\n",
+       "\u001b[3mvrischika, jex, \u001b[0m\u001b[1;3;36m2014\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
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@@ -617,11 +683,11 @@
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-       "fluids, genitals, glory hole, horn, horn jewelry, horn ring, jewelry, knot, male, penis, ring (jewelry), solo, \n",
-       "tail, pastelpastel, lucki (luck-4), wickerbeast, 4:5\n",
+       "
Writing tags: animal genitalia, animal penis, anthro, anthro on anthro, anthro penetrated, anthro penetrating, \n",
+       "anthro penetrating anthro, areola, black border, border, breasts, clitoris, clitoris piercing, crosswise nipple \n",
+       "piercing, duo, erection, faceless character, faceless male, facial piercing, feathered wings, feathers, female, \n",
+       "female focus, female penetrated, furgonomics, furry-specific piercing, genital piercing, genitals, jewelry, knot, \n",
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+       "nipple chain, nipple piercing, nipples, nose piercing, nude, penetration, penile, penile penetration, penis, penis \n",
+       "in pussy, piercing, pussy, pussy piercing, sex, solo focus, vaginal, vaginal knotting, vaginal penetration, wings, \n",
+       "gorsha pendragon, vrischika, jex, 2014, digital media (artwork), watermark\n",
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+       "Writing tags: \u001b[3manimal genitalia, animal penis, anthro, anthro on anthro, anthro penetrated, anthro penetrating, \u001b[0m\n",
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+       "\u001b[3mnipple chain, nipple piercing, nipples, nose piercing, nude, penetration, penile, penile penetration, penis, penis \u001b[0m\n",
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-       "open mouth, pillow, pussy, red eyes, solo, spread legs, spreading, tongue, tongue out, wink, pridark, einomi, \n",
-       "furred reptilian, scalie, wickerbeast, 2022\n",
+       "
Writing tags: anthro, anthro on anthro, bed, blue hair, breast lick, breast play, breast squish, breasts, clitoral,\n",
+       "clitoral fingering, clitoris, collar, duo, female, female/female, fingering, furniture, genitals, hair, licking, \n",
+       "long hair, nipple piercing, nipples, nude, penetration, piercing, purple eyes, purple hair, pussy, sex, short hair,\n",
+       "smile, squish, tongue, tongue out, vaginal, vaginal penetration, yellow eyes, redcreator, schizoideh, selene leni, \n",
+       "fey, fox, jex, 2015, digital media (artwork)\n",
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-       "\u001b[3mfurred reptilian, scalie, wickerbeast, \u001b[0m\u001b[1;3;36m2022\u001b[0m\n"
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+       "\u001b[3msmile, squish, tongue, tongue out, vaginal, vaginal penetration, yellow eyes, redcreator, schizoideh, selene leni, \u001b[0m\n",
+       "\u001b[3mfey, fox, jex, \u001b[0m\u001b[1;3;36m2015\u001b[0m\u001b[3m, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
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-       "red eyes, seductive, solo, spread legs, spreading, pridark, einomi, furred reptilian, scalie, wickerbeast, 2022\n",
+       "
Writing tags: animal genitalia, animal penis, anthro, balls, bdsm, beach, black body, black fur, black nose, blue \n",
+       "tail, bound, breasts, butt, collar, collar only, dog tags, dominant, dominant female, duo, ear tuft, erection, \n",
+       "feet, female, foot fetish, foot play, footjob, fur, genitals, green body, green fur, hands behind back, knot, \n",
+       "leash, male, male/female, multicolored tail, nude, nude beach, outdoor nudity, outside, penis, sand, sea, seaside, \n",
+       "sex, sex on the beach, side boob, sitting, sky, standing, submissive, submissive male, tail, tuft, water, white \n",
+       "body, white fur, white tail, yellow eyes, cydergerra, yeagar, artik ninetails, feyrbrand, fox, jex, 2015\n",
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+       "Writing tags: \u001b[3manimal genitalia, animal penis, anthro, balls, bdsm, beach, black body, black fur, black nose, blue \u001b[0m\n",
+       "\u001b[3mtail, bound, breasts, butt, collar, collar only, dog tags, dominant, dominant female, duo, ear tuft, erection, \u001b[0m\n",
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+       "\u001b[3mleash, male, male/female, multicolored tail, nude, nude beach, outdoor nudity, outside, penis, sand, sea, seaside, \u001b[0m\n",
+       "\u001b[3msex, sex on the beach, side boob, sitting, sky, standing, submissive, submissive male, tail, tuft, water, white \u001b[0m\n",
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-       "seaside, sky, solo, spread legs, spreading, wink, pridark, einomi, furred reptilian, scalie, wickerbeast, 2022\n",
+       "
Writing tags: 4 toes, 5 fingers, abs, anthro, anus, balls, bare back, being watched, black hair, black lips, black \n",
+       "nose, black pawpads, blue eyes, breasts, clitoral, clitoral fingering, clitoris, clothing, clothing aside, \n",
+       "dominant, dominant male, ellipsis, erection, feet, female, fingering, fingers, genitals, green eyes, group, group \n",
+       "sex, hair, heterochromia, inner ear fluff, knot, leash, lips, looking at another, male, male/female, midriff, \n",
+       "navel, nipples, nude, oral, orange eyes, panties, panties aside, pawpads, paws, penetration, penis, pussy, red \n",
+       "eyes, sex, sitting, slim, smile, spread legs, spreading, submissive, submissive female, toes, tuft, underwear, \n",
+       "underwear aside, vaginal, vaginal penetration, wide hips, yellow eyes, f-r95, dryden teichmann, femronai (arokh3), \n",
+       "ghost (nhalafallon), kamui (boomerangt3h1337), domestic cat, feline, fox, jex, wolf, digital media (artwork)\n",
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Writing tags: anthro, blue body, blue eyes, blue fur, blue skin, bottomwear, bra, butt, claws, clothed, clothing, \n",
-       "clothing lift, feet, female, footwear, fur, furgonomics, furry-specific piercing, hair, horn, horn jewelry, horn \n",
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Writing tags: anthro, bodily fluids, breasts, butt, clothing, fur, genital fluids, genitals, intersex, legwear, \n",
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-       "\u001b[3min nose, cum inside, cum on neck, cum on penis, cum on tongue, cum string, cumshot, cutaway, cybernetics, dominant,\u001b[0m\n",
-       "\u001b[3mdripping, duo, ejaculation, equine genitalia, equine penis, fingers, fur, genital fluids, genitals, gynomorph, \u001b[0m\n",
-       "\u001b[3mgynomorph/male, gynomorph penetrating, gynomorph penetrating male, hair, horn, intersex, intersex/male, intersex \u001b[0m\n",
-       "\u001b[3mpenetrating, intersex penetrating male, looking pleasured, machine, male, male/male, male penetrated, nipples, \u001b[0m\n",
-       "\u001b[3mnude, oral, oral penetration, penetration, penis, pink eyes, pink hair, purple nipples, saliva, sex, size \u001b[0m\n",
-       "\u001b[3mdifference, sweat, sweatdrop, tongue, vein, veiny penis, white balls, white body, codyblue-\u001b[0m\u001b[1;3;36m731\u001b[0m\u001b[3m, slushie \u001b[0m\n",
-       "\u001b[1;3m(\u001b[0m\u001b[3mcharacter\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, cyborg, wickerbeast, \u001b[0m\u001b[1;3;36m2024\u001b[0m\n"
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Processing file: E:\\training_dir\\wickerbeast\\4581465.json\n",
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-       "Creating caption file: \u001b[1mE:\\training_dir\\wickerbeast\\4d10005d667513f3b984c182c0a409d7.txt\u001b[0m\n"
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-       "horn, lingerie, looking at viewer, looking down, low-angle view, male, panties, solo, underwear, underwear pull, \n",
-       "foxinuhhbox, wickerbeast\n",
-       "
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-      "text/plain": [
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Processing file: E:\\training_dir\\wickerbeast\\4626098.json\n",
-       "
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-     "output_type": "display_data"
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-      "text/html": [
-       "
Creating caption file: E:\\training_dir\\wickerbeast\\03c67b009e6581e076615a4f9b71367b.txt\n",
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-       "Creating caption file: \u001b[1mE:\\training_dir\\wickerbeast\\03c67b009e6581e076615a4f9b71367b.txt\u001b[0m\n"
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-     "data": {
-      "text/html": [
-       "
Writing tags: 5 fingers, abdominal bulge, anal, anal penetration, animal genitalia, animal penis, anthro, areola, \n",
-       "arm warmers, armwear, balls, bedroom, bedroom sex, big breasts, big dom small sub, blue eyes, blue hair, blue \n",
-       "penis, blush, bodily fluids, breasts, claws, clothing, collar, dominant, dripping, duo, ear piercing, equine \n",
-       "genitalia, equine penis, fingers, genital fluids, genitals, gloves, grey balls, grey body, gynomorph, \n",
-       "gynomorph/male, gynomorph penetrating, gynomorph penetrating male, hair, handwear, horn, intersex, intersex/male, \n",
-       "intersex penetrating, intersex penetrating male, knot, leaking precum, legwear, male, male penetrated, mostly nude,\n",
-       "navel, nipples, nude, pattern armwear, pattern clothing, pattern legwear, penetration, penis, piercing, pink eyes, \n",
-       "precum, precum drip, precum string, purple hair, purple nipples, sex, sex pillow, size difference, stockings, \n",
-       "striped armwear, striped clothing, striped legwear, stripes, teeth, vein, veiny penis, white balls, white body, \n",
-       "codyblue-731, slushie (character), xeroxado (character), nardoragon, wickerbeast, 2024\n",
-       "
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-      "text/plain": [
-       "Writing tags: \u001b[1;3;36m5\u001b[0m\u001b[3m fingers, abdominal bulge, anal, anal penetration, animal genitalia, animal penis, anthro, areola, \u001b[0m\n",
-       "\u001b[3marm warmers, armwear, balls, bedroom, bedroom sex, big breasts, big dom small sub, blue eyes, blue hair, blue \u001b[0m\n",
-       "\u001b[3mpenis, blush, bodily fluids, breasts, claws, clothing, collar, dominant, dripping, duo, ear piercing, equine \u001b[0m\n",
-       "\u001b[3mgenitalia, equine penis, fingers, genital fluids, genitals, gloves, grey balls, grey body, gynomorph, \u001b[0m\n",
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-       "\u001b[3mintersex penetrating, intersex penetrating male, knot, leaking precum, legwear, male, male penetrated, mostly nude,\u001b[0m\n",
-       "\u001b[3mnavel, nipples, nude, pattern armwear, pattern clothing, pattern legwear, penetration, penis, piercing, pink eyes, \u001b[0m\n",
-       "\u001b[3mprecum, precum drip, precum string, purple hair, purple nipples, sex, sex pillow, size difference, stockings, \u001b[0m\n",
-       "\u001b[3mstriped armwear, striped clothing, striped legwear, stripes, teeth, vein, veiny penis, white balls, white body, \u001b[0m\n",
-       "\u001b[3mcodyblue-\u001b[0m\u001b[1;3;36m731\u001b[0m\u001b[3m, slushie \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mcharacter\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, xeroxado \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mcharacter\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, nardoragon, wickerbeast, \u001b[0m\u001b[1;3;36m2024\u001b[0m\n"
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-     "output_type": "display_data"
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-    {
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-     "metadata": {},
-     "output_type": "display_data"
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-     "data": {
-      "text/html": [
-       "
Creating caption file: E:\\training_dir\\wickerbeast\\5fd70c9088ebece61d9018b078f54db3.txt\n",
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-      ],
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-       "Creating caption file: \u001b[1mE:\\training_dir\\wickerbeast\\5fd70c9088ebece61d9018b078f54db3.txt\u001b[0m\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
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Writing tags: 5 fingers, abdominal bulge, anal, anal penetration, animal genitalia, animal penis, anthro, areola, \n",
-       "arm warmers, armwear, balls, bed, bedroom, bedroom sex, big breasts, big dom small sub, blue eyes, blue hair, blue \n",
-       "penis, blue tongue, blush, bodily fluids, breasts, butt, claws, clothing, collar, cum, cum in ass, cum inflation, \n",
-       "cum inside, cum on bed, cum on butt, cum while penetrated, cumshot, dominant, dripping, duo, ear piercing, \n",
-       "ejaculation, equine genitalia, equine penis, fingers, furniture, genital fluids, genitals, gloves, grey balls, grey\n",
-       "body, gynomorph, gynomorph/male, gynomorph penetrating, gynomorph penetrating male, hair, hands-free, handwear, \n",
-       "horn, inflation, intersex, intersex/male, intersex penetrating, intersex penetrating male, knot, leaking precum, \n",
-       "legwear, looking pleasured, male, male penetrated, mostly nude, navel, nipples, nude, pattern armwear, pattern \n",
-       "clothing, pattern legwear, penetration, penis, piercing, pink eyes, precum, purple hair, purple nipples, sex, sex \n",
-       "pillow, size difference, stockings, striped armwear, striped clothing, striped legwear, stripes, teeth, tongue, \n",
-       "tongue out, vein, veiny penis, white balls, white body, codyblue-731, slushie (character), xeroxado (character), \n",
-       "nardoragon, wickerbeast, 2024\n",
-       "
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-      ],
-      "text/plain": [
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-       "\u001b[3marm warmers, armwear, balls, bed, bedroom, bedroom sex, big breasts, big dom small sub, blue eyes, blue hair, blue \u001b[0m\n",
-       "\u001b[3mpenis, blue tongue, blush, bodily fluids, breasts, butt, claws, clothing, collar, cum, cum in ass, cum inflation, \u001b[0m\n",
-       "\u001b[3mcum inside, cum on bed, cum on butt, cum while penetrated, cumshot, dominant, dripping, duo, ear piercing, \u001b[0m\n",
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-       "\u001b[3mlegwear, looking pleasured, male, male penetrated, mostly nude, navel, nipples, nude, pattern armwear, pattern \u001b[0m\n",
-       "\u001b[3mclothing, pattern legwear, penetration, penis, piercing, pink eyes, precum, purple hair, purple nipples, sex, sex \u001b[0m\n",
-       "\u001b[3mpillow, size difference, stockings, striped armwear, striped clothing, striped legwear, stripes, teeth, tongue, \u001b[0m\n",
-       "\u001b[3mtongue out, vein, veiny penis, white balls, white body, codyblue-\u001b[0m\u001b[1;3;36m731\u001b[0m\u001b[3m, slushie \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mcharacter\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, xeroxado \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mcharacter\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
-       "\u001b[3mnardoragon, wickerbeast, \u001b[0m\u001b[1;3;36m2024\u001b[0m\n"
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-     "output_type": "display_data"
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-    {
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-       "
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-       "
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-      ],
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-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
Creating caption file: E:\\training_dir\\wickerbeast\\1aad2bcd835b573b55cb1ccd98b92d43.txt\n",
-       "
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-      ],
-      "text/plain": [
-       "Creating caption file: \u001b[1mE:\\training_dir\\wickerbeast\\1aad2bcd835b573b55cb1ccd98b92d43.txt\u001b[0m\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
Writing tags: accessory, anthro, antlers, blue body, blue fur, blue hair, blue pawpads, body grab, bracelet, brown \n",
-       "body, brown fur, brown hair, cock ring, cuddling, duo, ear piercing, ear ring, ear stud, facial piercing, fur, \n",
-       "furgonomics, gauged ear, gold (metal), gold bracelet, gold cock ring, gold ear stud, gold earring, gold jewelry, \n",
-       "gold markings, gold nose ring, gold ring, gold tail ring, hair, horn, jewelry, male, male/male, markings, nose \n",
-       "piercing, nose ring, pawpads, penis accessory, penis jewelry, piercing, ring, ring (jewelry), ring piercing, tail, \n",
-       "tail accessory, tail jewelry, tail ring, white body, white fur, mega moppa, jeffavious, sakki, deer, wickerbeast\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "Writing tags: \u001b[3maccessory, anthro, antlers, blue body, blue fur, blue hair, blue pawpads, body grab, bracelet, brown \u001b[0m\n",
-       "\u001b[3mbody, brown fur, brown hair, cock ring, cuddling, duo, ear piercing, ear ring, ear stud, facial piercing, fur, \u001b[0m\n",
-       "\u001b[3mfurgonomics, gauged ear, gold \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mmetal\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, gold bracelet, gold cock ring, gold ear stud, gold earring, gold jewelry, \u001b[0m\n",
-       "\u001b[3mgold markings, gold nose ring, gold ring, gold tail ring, hair, horn, jewelry, male, male/male, markings, nose \u001b[0m\n",
-       "\u001b[3mpiercing, nose ring, pawpads, penis accessory, penis jewelry, piercing, ring, ring \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mjewelry\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, ring piercing, tail, \u001b[0m\n",
-       "\u001b[3mtail accessory, tail jewelry, tail ring, white body, white fur, mega moppa, jeffavious, sakki, deer, wickerbeast\u001b[0m\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
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-       "
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-      ],
-      "text/plain": [
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-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
Creating caption file: E:\\training_dir\\wickerbeast\\1951c9ae19851b1032ecb069aeff0c6c.txt\n",
-       "
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-      ],
-      "text/plain": [
-       "Creating caption file: \u001b[1mE:\\training_dir\\wickerbeast\\1951c9ae19851b1032ecb069aeff0c6c.txt\u001b[0m\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
Writing tags: 3 toes, abdominal bulge, anal, anal penetration, animal genitalia, animal penis, anthro, anthro on \n",
-       "anthro, anthro penetrated, anthro penetrating, anthro penetrating anthro, balls, belly, big balls, big penis, \n",
-       "blush, bodily fluids, bulge, butt, butt grab, claws, cum, cum inflation, cum inside, cum on balls, cum on penis, \n",
-       "cum on self, cumshot, defloration, dominant, dominant male, drooling, ejaculation, embarrassed, erection, eyebrows,\n",
-       "feet, fur, genital fluids, genitals, hand on butt, horn, huge penis, humanoid genitalia, humanoid penis, hyper, \n",
-       "hyper genitalia, hyper penis, inflation, inside, internal, knot, male, male/male, male penetrated, male \n",
-       "penetrating, male penetrating male, nude, organs, orgasm, penetration, penile, penile penetration, penis, penis in \n",
-       "ass, power bottom, saliva, scared, sex, sheath, shower, shower sex, spread butt, spreading, standing, stomach, \n",
-       "tail, teeth, text, toes, tongue, tongue out, translucent, wet, white body, white fur, worried, foxinuhhbox, don't \n",
-       "drop the soap, frost fire777, sergal, wickerbeast, 2024, alternate version at paywall, digital media (artwork), \n",
-       "english text\n",
-       "
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-      ],
-      "text/plain": [
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-       "\u001b[3manthro, anthro penetrated, anthro penetrating, anthro penetrating anthro, balls, belly, big balls, big penis, \u001b[0m\n",
-       "\u001b[3mblush, bodily fluids, bulge, butt, butt grab, claws, cum, cum inflation, cum inside, cum on balls, cum on penis, \u001b[0m\n",
-       "\u001b[3mcum on self, cumshot, defloration, dominant, dominant male, drooling, ejaculation, embarrassed, erection, eyebrows,\u001b[0m\n",
-       "\u001b[3mfeet, fur, genital fluids, genitals, hand on butt, horn, huge penis, humanoid genitalia, humanoid penis, hyper, \u001b[0m\n",
-       "\u001b[3mhyper genitalia, hyper penis, inflation, inside, internal, knot, male, male/male, male penetrated, male \u001b[0m\n",
-       "\u001b[3mpenetrating, male penetrating male, nude, organs, orgasm, penetration, penile, penile penetration, penis, penis in \u001b[0m\n",
-       "\u001b[3mass, power bottom, saliva, scared, sex, sheath, shower, shower sex, spread butt, spreading, standing, stomach, \u001b[0m\n",
-       "\u001b[3mtail, teeth, text, toes, tongue, tongue out, translucent, wet, white body, white fur, worried, foxinuhhbox, don't \u001b[0m\n",
-       "\u001b[3mdrop the soap, frost fire777, sergal, wickerbeast, \u001b[0m\u001b[1;3;36m2024\u001b[0m\u001b[3m, alternate version at paywall, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
-       "\u001b[3menglish text\u001b[0m\n"
+       "Writing tags: \u001b[1;3;36m4\u001b[0m\u001b[3m toes, \u001b[0m\u001b[1;3;36m5\u001b[0m\u001b[3m fingers, abs, anthro, anus, balls, bare back, being watched, black hair, black lips, black \u001b[0m\n",
+       "\u001b[3mnose, black pawpads, blue eyes, breasts, clitoral, clitoral fingering, clitoris, clothing, clothing aside, \u001b[0m\n",
+       "\u001b[3mdominant, dominant male, ellipsis, erection, feet, female, fingering, fingers, genitals, green eyes, group, group \u001b[0m\n",
+       "\u001b[3msex, hair, heterochromia, inner ear fluff, knot, leash, lips, looking at another, male, male/female, midriff, \u001b[0m\n",
+       "\u001b[3mnavel, nipples, nude, oral, orange eyes, panties, panties aside, pawpads, paws, penetration, penis, pussy, red \u001b[0m\n",
+       "\u001b[3meyes, sex, sitting, slim, smile, spread legs, spreading, submissive, submissive female, toes, tuft, underwear, \u001b[0m\n",
+       "\u001b[3munderwear aside, vaginal, vaginal penetration, wide hips, yellow eyes, f-r95, dryden teichmann, femronai \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3marokh3\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, \u001b[0m\n",
+       "\u001b[3mghost \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mnhalafallon\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, kamui \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3mboomerangt3h1337\u001b[0m\u001b[1;3m)\u001b[0m\u001b[3m, domestic cat, feline, fox, jex, wolf, digital media \u001b[0m\u001b[1;3m(\u001b[0m\u001b[3martwork\u001b[0m\u001b[1;3m)\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -3190,7 +1006,8 @@
     "                process_file(file_path)\n",
     "\n",
     "if __name__ == \"__main__\":\n",
-    "    root_directory = r\"E:\\training_dir\"\n",
+    "    #root_directory = r\"E:\\training_dir\"\n",
+    "    root_directory = r\"C:\\Users\\kade\\Desktop\\training_dir_staging\"\n",
     "    recursive_process(root_directory)"
    ]
   }