diff --git a/README.md b/README.md
index 461c23e..c8cc84f 100644
--- a/README.md
+++ b/README.md
@@ -21,6 +21,7 @@
 | `anthropic`       |  |  |  | |
 | `direnv`          |  |  |  | |
 | `flaim`           |  |  |  | |
+| `flaim` | ✅ | ✅ | | A stack of Python modules for Stable Diffusion |
 | `fooocus`         |  |  |  | |
 | `metabase`        |  |  |  | |
 | `ollama`          |  |  |  | |
diff --git a/flaim/.flox/env/manifest.lock b/flaim/.flox/env/manifest.lock
index fe75d16..95b55f1 100644
--- a/flaim/.flox/env/manifest.lock
+++ b/flaim/.flox/env/manifest.lock
@@ -5,11 +5,11 @@
     "install": {
       "accelerate": {
         "pkg-path": "python311Packages.accelerate",
-        "version": "python3.11-accelerate-0.32.0"
+        "version": "python3.11-accelerate-1.0.0"
       },
       "diffusers": {
         "pkg-path": "python311Packages.diffusers",
-        "version": "python3.11-diffusers-0.29.2"
+        "version": "python3.11-diffusers-0.30.0"
       },
       "figlet": {
         "pkg-path": "toilet"
@@ -17,12 +17,16 @@
       "gum": {
         "pkg-path": "gum"
       },
+      "imgcat": {
+        "pkg-path": "python311Packages.imgcat",
+        "version": "python3.11-imgcat-0.5.0"
+      },
       "jupyter": {
         "pkg-path": "python311Packages.jupyter"
       },
       "pytorch-bin": {
         "pkg-path": "python311Packages.pytorch-bin",
-        "version": "python3.11-torch-2.3.1"
+        "version": "python3.11-torch-2.4.1"
       },
       "sentencepiece": {
         "pkg-path": "python311Packages.sentencepiece",
@@ -30,7 +34,7 @@
       },
       "transformers": {
         "pkg-path": "python311Packages.transformers",
-        "version": "python3.11-transformers-4.44.0"
+        "version": "python3.11-transformers-4.45.2"
       }
     },
     "vars": {
@@ -62,7 +66,8 @@
         "command": "jupyter-server --IdentityProvider.token=${JUPYTER_SERVER_TOKEN} --ip=0.0.0.0",
         "vars": null,
         "is-daemon": null,
-        "shutdown": null
+        "shutdown": null,
+        "systems": null
       }
     }
   },
@@ -70,28 +75,28 @@
     {
       "attr_path": "python311Packages.accelerate",
       "broken": false,
-      "derivation": "/nix/store/95xv837a10rlhwdrr3krba44q1lc10hy-python3.11-accelerate-0.32.0.drv",
+      "derivation": "/nix/store/jjlp13bjmpfyfg4nw8ak9v9hz5nnjixf-python3.11-accelerate-1.0.0.drv",
       "description": "Simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision",
       "install_id": "accelerate",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-accelerate-0.32.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-accelerate-1.0.0",
       "pname": "accelerate",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-accelerate-0.32.0",
+      "version": "python3.11-accelerate-1.0.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/glwbww5llw0kh6w4cgcnfi2azb7cz0lp-python3.11-accelerate-0.32.0-dist",
-        "out": "/nix/store/2vgxa2av6gn0b6xd6h0jjwaqxay7iwbq-python3.11-accelerate-0.32.0"
+        "dist": "/nix/store/m96wqhdfzqfwr1qxxq648axpcc0p5pk0-python3.11-accelerate-1.0.0-dist",
+        "out": "/nix/store/q3wb5jaw7rbb7rd1dvk0a259v5n5sa0i-python3.11-accelerate-1.0.0"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -100,28 +105,28 @@
     {
       "attr_path": "python311Packages.accelerate",
       "broken": false,
-      "derivation": "/nix/store/kpj8li343xm7dm378fmhzmddh5zy757z-python3.11-accelerate-0.32.0.drv",
+      "derivation": "/nix/store/lxrdgx4k8qjw3qg4ajrfd6d35kryjzgw-python3.11-accelerate-1.0.0.drv",
       "description": "Simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision",
       "install_id": "accelerate",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-accelerate-0.32.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-accelerate-1.0.0",
       "pname": "accelerate",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-accelerate-0.32.0",
+      "version": "python3.11-accelerate-1.0.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/kwq7x32b9g80jsig5x23ngl1wwpdy5j4-python3.11-accelerate-0.32.0-dist",
-        "out": "/nix/store/8jbd4gzz828qkqp07543ijqsbvm2zr9p-python3.11-accelerate-0.32.0"
+        "dist": "/nix/store/wqaa29l9ib4l5wcqd3csayqzdk17y855-python3.11-accelerate-1.0.0-dist",
+        "out": "/nix/store/6xmqzj0ry29yv2cd4l4cqhgn1h72lgs3-python3.11-accelerate-1.0.0"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -130,28 +135,28 @@
     {
       "attr_path": "python311Packages.accelerate",
       "broken": false,
-      "derivation": "/nix/store/c3zg07mi9yq5l6hsvnwzv87n25bk24s6-python3.11-accelerate-0.32.0.drv",
+      "derivation": "/nix/store/xpfs0fcl7q4kyhrl3wkmwmphq9im62pz-python3.11-accelerate-1.0.0.drv",
       "description": "Simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision",
       "install_id": "accelerate",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-accelerate-0.32.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-accelerate-1.0.0",
       "pname": "accelerate",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-accelerate-0.32.0",
+      "version": "python3.11-accelerate-1.0.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/ch5i095bm1ddlbzy0i8y25qqpwcxgq6c-python3.11-accelerate-0.32.0-dist",
-        "out": "/nix/store/0qpb05if6nr3f1npn82kazpiaxymvg96-python3.11-accelerate-0.32.0"
+        "dist": "/nix/store/g9r4hyqflrhg66x35my2f68zkyim93qs-python3.11-accelerate-1.0.0-dist",
+        "out": "/nix/store/xm8gb48b96bd6s3vik4sdps5wj5blndv-python3.11-accelerate-1.0.0"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -160,28 +165,28 @@
     {
       "attr_path": "python311Packages.diffusers",
       "broken": false,
-      "derivation": "/nix/store/r7wzdkyq8xsh3qjn67fcymd4q74khiha-python3.11-diffusers-0.29.2.drv",
+      "derivation": "/nix/store/662ksdgr6zm5c5s29pz1237i0srgnp0w-python3.11-diffusers-0.30.0.drv",
       "description": "State-of-the-art diffusion models for image and audio generation in PyTorch",
       "install_id": "diffusers",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-diffusers-0.29.2",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-diffusers-0.30.0",
       "pname": "diffusers",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-diffusers-0.29.2",
+      "version": "python3.11-diffusers-0.30.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/zb2mndh4bsg1nkz8f5qkd4qx62ik2yzp-python3.11-diffusers-0.29.2-dist",
-        "out": "/nix/store/px9xwyca426z7bcs9zm8mjr9973mw0k0-python3.11-diffusers-0.29.2"
+        "dist": "/nix/store/ham7wpi5mxdf2vxwrxx34gaji1f6392w-python3.11-diffusers-0.30.0-dist",
+        "out": "/nix/store/s4yjng3yri4dwvd4q8i5r1jlcjvvdiq3-python3.11-diffusers-0.30.0"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -190,28 +195,28 @@
     {
       "attr_path": "python311Packages.diffusers",
       "broken": false,
-      "derivation": "/nix/store/3y71j54csj6ijbkkzlx414cn8ihmjc35-python3.11-diffusers-0.29.2.drv",
+      "derivation": "/nix/store/6508zczv1j7b3kk5h448l8a9glj34793-python3.11-diffusers-0.30.0.drv",
       "description": "State-of-the-art diffusion models for image and audio generation in PyTorch",
       "install_id": "diffusers",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-diffusers-0.29.2",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-diffusers-0.30.0",
       "pname": "diffusers",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-diffusers-0.29.2",
+      "version": "python3.11-diffusers-0.30.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/54gs77m39f9p8czyh9z45y63l0y2n8dp-python3.11-diffusers-0.29.2-dist",
-        "out": "/nix/store/8w9j10kf25qzjry0yc3jvp6wzqcf3x8k-python3.11-diffusers-0.29.2"
+        "dist": "/nix/store/h2vimmhbhdd24154awqxnlbdrz93ib3g-python3.11-diffusers-0.30.0-dist",
+        "out": "/nix/store/brldhx0m4gs95qg9r31h2fqlr6ca1nin-python3.11-diffusers-0.30.0"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -220,28 +225,28 @@
     {
       "attr_path": "python311Packages.diffusers",
       "broken": false,
-      "derivation": "/nix/store/cvkix89z1y41fsbis0fspi0k928356jl-python3.11-diffusers-0.29.2.drv",
+      "derivation": "/nix/store/6h7d056a1jc232v7d50211sn95w2gzwf-python3.11-diffusers-0.30.0.drv",
       "description": "State-of-the-art diffusion models for image and audio generation in PyTorch",
       "install_id": "diffusers",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-diffusers-0.29.2",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-diffusers-0.30.0",
       "pname": "diffusers",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-diffusers-0.29.2",
+      "version": "python3.11-diffusers-0.30.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/xvhlz9jpf455imghnpgpn37ianlb2vxs-python3.11-diffusers-0.29.2-dist",
-        "out": "/nix/store/pml93p5fwl1qcql05a7zqi4dm38zwmgv-python3.11-diffusers-0.29.2"
+        "dist": "/nix/store/vsp3w9w959hi5649rlcav37b3ahibag3-python3.11-diffusers-0.30.0-dist",
+        "out": "/nix/store/prk72asy85zxh2pkvcmbhnb43fs6b04y-python3.11-diffusers-0.30.0"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -250,17 +255,17 @@
     {
       "attr_path": "toilet",
       "broken": false,
-      "derivation": "/nix/store/w40pzvybrzqmkgv26v33hs9fivq82kpk-toilet-0.3.drv",
+      "derivation": "/nix/store/lgaai7cl966wsmfs827qk58gvlw4d9iy-toilet-0.3.drv",
       "description": "Display large colourful characters in text mode",
       "install_id": "figlet",
       "license": "WTFPL",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
       "name": "toilet-0.3",
       "pname": "toilet",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
@@ -270,7 +275,7 @@
         "out"
       ],
       "outputs": {
-        "out": "/nix/store/4fly6l0xhhw31kjs8yzvy362skij5vbv-toilet-0.3"
+        "out": "/nix/store/81y48wdxx4drg0k70d3ngrx84vc6gfxz-toilet-0.3"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -279,17 +284,17 @@
     {
       "attr_path": "toilet",
       "broken": false,
-      "derivation": "/nix/store/prlb2snr37g64wb2j2c0majxbnsd8gn3-toilet-0.3.drv",
+      "derivation": "/nix/store/67ikv4cvq11s1dbqca372nfwminfbdhh-toilet-0.3.drv",
       "description": "Display large colourful characters in text mode",
       "install_id": "figlet",
       "license": "WTFPL",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
       "name": "toilet-0.3",
       "pname": "toilet",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
@@ -299,7 +304,7 @@
         "out"
       ],
       "outputs": {
-        "out": "/nix/store/bkqdqfp34i44q8kfkwwi65fm5p05gg4m-toilet-0.3"
+        "out": "/nix/store/0a7v94cwkc46b3ynd15w3xdsi9wisdms-toilet-0.3"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -308,17 +313,17 @@
     {
       "attr_path": "toilet",
       "broken": false,
-      "derivation": "/nix/store/72m90s0ccbb3rhw5788zhlw5lp45fiaa-toilet-0.3.drv",
+      "derivation": "/nix/store/bnl27h4z0gfzyjhm2hkiyx6dd7xb0c1s-toilet-0.3.drv",
       "description": "Display large colourful characters in text mode",
       "install_id": "figlet",
       "license": "WTFPL",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
       "name": "toilet-0.3",
       "pname": "toilet",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
@@ -328,7 +333,7 @@
         "out"
       ],
       "outputs": {
-        "out": "/nix/store/7gckyaq9dwgf8fpizv2nmbfghxr32g00-toilet-0.3"
+        "out": "/nix/store/x2apdbg0bq20666q1495xh29cdzqyg49-toilet-0.3"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -337,27 +342,27 @@
     {
       "attr_path": "gum",
       "broken": false,
-      "derivation": "/nix/store/sarvhaq958mwadmd26i1wn7nlr57ipi5-gum-0.14.3.drv",
+      "derivation": "/nix/store/ippvngi4fvlm7wcjv66q35882kk0d782-gum-0.14.5.drv",
       "description": "Tasty Bubble Gum for your shell",
       "install_id": "gum",
       "license": "MIT",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "gum-0.14.3",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "gum-0.14.5",
       "pname": "gum",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "0.14.3",
+      "version": "0.14.5",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "out": "/nix/store/nz6k85xrxacczcfnq0kigcsigxbfpwhk-gum-0.14.3"
+        "out": "/nix/store/s4yb9a7cvj5vd5yw0nvssf51lmpa5id0-gum-0.14.5"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -366,27 +371,27 @@
     {
       "attr_path": "gum",
       "broken": false,
-      "derivation": "/nix/store/nidddmjh6qkn34y0fvxs7zzy43dbb0h3-gum-0.14.3.drv",
+      "derivation": "/nix/store/yjf86f3qgpirr5lc9wsds4nlqyf8riw0-gum-0.14.5.drv",
       "description": "Tasty Bubble Gum for your shell",
       "install_id": "gum",
       "license": "MIT",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "gum-0.14.3",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "gum-0.14.5",
       "pname": "gum",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "0.14.3",
+      "version": "0.14.5",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "out": "/nix/store/81bzbzmm6ryr8319wr9vikrvxqlzhcdk-gum-0.14.3"
+        "out": "/nix/store/bw0ii1jjvxd8albrmvi0lin6h1ssz4yi-gum-0.14.5"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -395,27 +400,117 @@
     {
       "attr_path": "gum",
       "broken": false,
-      "derivation": "/nix/store/c989ar42jj8z7hsdj1xnbqwm5sagzqq7-gum-0.14.3.drv",
+      "derivation": "/nix/store/vsq73s5cq771rh6nz9hsjhiy74xsyh1r-gum-0.14.5.drv",
       "description": "Tasty Bubble Gum for your shell",
       "install_id": "gum",
       "license": "MIT",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "gum-0.14.3",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "gum-0.14.5",
       "pname": "gum",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
+      "stabilities": [
+        "unstable"
+      ],
+      "unfree": false,
+      "version": "0.14.5",
+      "outputs_to_install": [
+        "out"
+      ],
+      "outputs": {
+        "out": "/nix/store/kma26ygxqp39pm6fl32yjach0czasc3j-gum-0.14.5"
+      },
+      "system": "x86_64-linux",
+      "group": "toplevel",
+      "priority": 5
+    },
+    {
+      "attr_path": "python311Packages.imgcat",
+      "broken": false,
+      "derivation": "/nix/store/d3gxbpjzajkbfvppmg9qc7j6r4q0g574-python3.11-imgcat-0.5.0.drv",
+      "description": "Imgcat in Python",
+      "install_id": "imgcat",
+      "license": "MIT",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-imgcat-0.5.0",
+      "pname": "imgcat",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
+      "stabilities": [
+        "unstable"
+      ],
+      "unfree": false,
+      "version": "python3.11-imgcat-0.5.0",
+      "outputs_to_install": [
+        "out"
+      ],
+      "outputs": {
+        "dist": "/nix/store/3840qppxh5i0awslw2sglkaxhvids6cy-python3.11-imgcat-0.5.0-dist",
+        "out": "/nix/store/ja4xg810v88f0h72k3ycskl31d3k55db-python3.11-imgcat-0.5.0"
+      },
+      "system": "aarch64-darwin",
+      "group": "toplevel",
+      "priority": 5
+    },
+    {
+      "attr_path": "python311Packages.imgcat",
+      "broken": false,
+      "derivation": "/nix/store/mvd9py2fy29dv8vmd69cck716lk318hk-python3.11-imgcat-0.5.0.drv",
+      "description": "Imgcat in Python",
+      "install_id": "imgcat",
+      "license": "MIT",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-imgcat-0.5.0",
+      "pname": "imgcat",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
+      "stabilities": [
+        "unstable"
+      ],
+      "unfree": false,
+      "version": "python3.11-imgcat-0.5.0",
+      "outputs_to_install": [
+        "out"
+      ],
+      "outputs": {
+        "dist": "/nix/store/h9afzsbqm11dz8v1pq343dajii72wvyi-python3.11-imgcat-0.5.0-dist",
+        "out": "/nix/store/w37nrhc0lxrayhndmkipyihcs84r14xh-python3.11-imgcat-0.5.0"
+      },
+      "system": "aarch64-linux",
+      "group": "toplevel",
+      "priority": 5
+    },
+    {
+      "attr_path": "python311Packages.imgcat",
+      "broken": false,
+      "derivation": "/nix/store/sv1ig9zfj9lqgirwvmf3qqzlb1mnx0dk-python3.11-imgcat-0.5.0.drv",
+      "description": "Imgcat in Python",
+      "install_id": "imgcat",
+      "license": "MIT",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-imgcat-0.5.0",
+      "pname": "imgcat",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "0.14.3",
+      "version": "python3.11-imgcat-0.5.0",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "out": "/nix/store/8d15pvy5v2r31izz0jgfjl3s4a5n66ag-gum-0.14.3"
+        "dist": "/nix/store/5yr0n1xv03j2hv0i7wlyld31i3g1i1hi-python3.11-imgcat-0.5.0-dist",
+        "out": "/nix/store/5zwbam3dgqs883f47c98l2dd383rdw9a-python3.11-imgcat-0.5.0"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -424,28 +519,28 @@
     {
       "attr_path": "python311Packages.jupyter",
       "broken": false,
-      "derivation": "/nix/store/84xmz05fijgl1g4kzm1bqqwjwyyfv40n-python3.11-jupyter-1.0.0.drv",
+      "derivation": "/nix/store/29q6a6r67ii2kkx7sfzv0aq35ykh2rbr-python3.11-jupyter-1.1.1.drv",
       "description": "Installs all the Jupyter components in one go",
       "install_id": "jupyter",
       "license": "BSD-3-Clause",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-jupyter-1.0.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-jupyter-1.1.1",
       "pname": "jupyter",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-jupyter-1.0.0",
+      "version": "python3.11-jupyter-1.1.1",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/1lfal6z0z7dkxc3iw00smbjw17kskxff-python3.11-jupyter-1.0.0-dist",
-        "out": "/nix/store/6233bliackcjhivdnxwplvcm2c8hinr6-python3.11-jupyter-1.0.0"
+        "dist": "/nix/store/6r7v4fw7al1p60qnjq6w2033h9qw6ysj-python3.11-jupyter-1.1.1-dist",
+        "out": "/nix/store/niqmrgrkwkywhbl8454qccbl5fqp63n5-python3.11-jupyter-1.1.1"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -454,28 +549,28 @@
     {
       "attr_path": "python311Packages.jupyter",
       "broken": false,
-      "derivation": "/nix/store/kkmmna7rya4f87bkby89bcnpary4sriy-python3.11-jupyter-1.0.0.drv",
+      "derivation": "/nix/store/8yilvfrnzg4ajbawr6s1sxryl0yvi60v-python3.11-jupyter-1.1.1.drv",
       "description": "Installs all the Jupyter components in one go",
       "install_id": "jupyter",
       "license": "BSD-3-Clause",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-jupyter-1.0.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-jupyter-1.1.1",
       "pname": "jupyter",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-jupyter-1.0.0",
+      "version": "python3.11-jupyter-1.1.1",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/lndhmk6jsq2krjpdibkpn40lrxrs07i6-python3.11-jupyter-1.0.0-dist",
-        "out": "/nix/store/f6x4ngljsk1l89sc67nx2bimdbc3z4gd-python3.11-jupyter-1.0.0"
+        "dist": "/nix/store/5ibn2nkb8qlqhm4ry5qlrmmd3has1lsb-python3.11-jupyter-1.1.1-dist",
+        "out": "/nix/store/3ibc8iz49f9gmf1lqavg02iwbh71c381-python3.11-jupyter-1.1.1"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -484,28 +579,28 @@
     {
       "attr_path": "python311Packages.jupyter",
       "broken": false,
-      "derivation": "/nix/store/f9if0q6z6p488n936gjmn40mfnkmwfyi-python3.11-jupyter-1.0.0.drv",
+      "derivation": "/nix/store/j5irq94nvl900abandwh2p20c5dk9lpv-python3.11-jupyter-1.1.1.drv",
       "description": "Installs all the Jupyter components in one go",
       "install_id": "jupyter",
       "license": "BSD-3-Clause",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-jupyter-1.0.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-jupyter-1.1.1",
       "pname": "jupyter",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-jupyter-1.0.0",
+      "version": "python3.11-jupyter-1.1.1",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/3vbfp6w053pw36mj59ww3afk8j15ybda-python3.11-jupyter-1.0.0-dist",
-        "out": "/nix/store/8g4dlxjwd1njs3bydfd7k6bckyqgzzvr-python3.11-jupyter-1.0.0"
+        "dist": "/nix/store/8yx72a6dzv5h77v3c0rpqzin9r6n8wck-python3.11-jupyter-1.1.1-dist",
+        "out": "/nix/store/scsirs1qhba9dnan3kf4y0dmqz2s8x2j-python3.11-jupyter-1.1.1"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -514,28 +609,28 @@
     {
       "attr_path": "python311Packages.pytorch-bin",
       "broken": false,
-      "derivation": "/nix/store/53r25fqv228jrrri7simdjwl7fyhnm79-python3.11-torch-2.3.1.drv",
+      "derivation": "/nix/store/lndyyvaw5a640j11ym1pyh98qbycs035-python3.11-torch-2.4.1.drv",
       "description": "PyTorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration",
       "install_id": "pytorch-bin",
       "license": "[ BSD-3-Clause, Intel Simplified Software License, Unfree redistributable ]",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-torch-2.3.1",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-torch-2.4.1",
       "pname": "pytorch-bin",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": true,
-      "version": "python3.11-torch-2.3.1",
+      "version": "python3.11-torch-2.4.1",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/fp48bj0sfp5577i3w3fb7a4gjasv7d8s-python3.11-torch-2.3.1-dist",
-        "out": "/nix/store/z32ycm1xc0qdb9igi972fc1kx0hivn4s-python3.11-torch-2.3.1"
+        "dist": "/nix/store/qaxfm1fz0xmdiyqlsxmc23cfnsf9mnd5-python3.11-torch-2.4.1-dist",
+        "out": "/nix/store/1mis97hbq4v6nx3x47jfp0h6fxjlxgv6-python3.11-torch-2.4.1"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -544,28 +639,28 @@
     {
       "attr_path": "python311Packages.pytorch-bin",
       "broken": false,
-      "derivation": "/nix/store/qk896870yyp0gyg6vkiwaf2dzp0110bw-python3.11-torch-2.3.1.drv",
+      "derivation": "/nix/store/jnk2ahslrsnnz46q0414jv86ab8c067b-python3.11-torch-2.4.1.drv",
       "description": "PyTorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration",
       "install_id": "pytorch-bin",
       "license": "[ BSD-3-Clause, Intel Simplified Software License, Unfree redistributable ]",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-torch-2.3.1",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-torch-2.4.1",
       "pname": "pytorch-bin",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": true,
-      "version": "python3.11-torch-2.3.1",
+      "version": "python3.11-torch-2.4.1",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/5f8igp99li3adcgdy1jsxh7ddjbfhgp7-python3.11-torch-2.3.1-dist",
-        "out": "/nix/store/fh7l7lhgfjv5x9z7knikqf9bkap3c7fl-python3.11-torch-2.3.1"
+        "dist": "/nix/store/lp2xy7w1jxmvvax267g98a8a9xmhwp12-python3.11-torch-2.4.1-dist",
+        "out": "/nix/store/ksljnhsfahv4r64c3rj8d7fc24pm0wc5-python3.11-torch-2.4.1"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -574,28 +669,28 @@
     {
       "attr_path": "python311Packages.pytorch-bin",
       "broken": false,
-      "derivation": "/nix/store/yls6mnfiqmjslf4ga9al0236352d8hv8-python3.11-torch-2.3.1.drv",
+      "derivation": "/nix/store/62gvmwapq4yh7kdkrv6zjwr48mndmnf8-python3.11-torch-2.4.1.drv",
       "description": "PyTorch: Tensors and Dynamic neural networks in Python with strong GPU acceleration",
       "install_id": "pytorch-bin",
       "license": "[ BSD-3-Clause, Intel Simplified Software License, Unfree redistributable ]",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-torch-2.3.1",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-torch-2.4.1",
       "pname": "pytorch-bin",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": true,
-      "version": "python3.11-torch-2.3.1",
+      "version": "python3.11-torch-2.4.1",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/d1qk73p68washdkkr7h74jrgbkc873i7-python3.11-torch-2.3.1-dist",
-        "out": "/nix/store/sk8pqkjgvba0hcfwnnqklmjpvcm2x5s4-python3.11-torch-2.3.1"
+        "dist": "/nix/store/whlhjkiq168ykmml5va3mmrrdp8m5d7x-python3.11-torch-2.4.1-dist",
+        "out": "/nix/store/rpv2xw916sqww53ycr0g8av6fcx7g0q2-python3.11-torch-2.4.1"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -604,17 +699,17 @@
     {
       "attr_path": "python311Packages.sentencepiece",
       "broken": false,
-      "derivation": "/nix/store/z55i5743zm6049vppxbmq27spagvjn35-python3.11-sentencepiece-0.2.0.drv",
+      "derivation": "/nix/store/mjdsp8lj846z29jmc53h387kb4wgj00l-python3.11-sentencepiece-0.2.0.drv",
       "description": "Unsupervised text tokenizer for Neural Network-based text generation",
       "install_id": "sentencepiece",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
       "name": "python3.11-sentencepiece-0.2.0",
       "pname": "sentencepiece",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
@@ -624,8 +719,8 @@
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/8l5v8vsyp7kr0kgha6j2kjc3iwys8dfx-python3.11-sentencepiece-0.2.0-dist",
-        "out": "/nix/store/n307adxapkz67wrwrj568b1n1zfbqg54-python3.11-sentencepiece-0.2.0"
+        "dist": "/nix/store/m1w3yrc885vbkv57xdab8yxgl6ir66mw-python3.11-sentencepiece-0.2.0-dist",
+        "out": "/nix/store/vk1vnd44cfda32qb9b49927l5myahrhr-python3.11-sentencepiece-0.2.0"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -634,17 +729,17 @@
     {
       "attr_path": "python311Packages.sentencepiece",
       "broken": false,
-      "derivation": "/nix/store/xzh17hcljf22ip9cvaw9bg1k8jdi5458-python3.11-sentencepiece-0.2.0.drv",
+      "derivation": "/nix/store/s43y3qy2071m9zsj8yq7dbnm3v5mhln0-python3.11-sentencepiece-0.2.0.drv",
       "description": "Unsupervised text tokenizer for Neural Network-based text generation",
       "install_id": "sentencepiece",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
       "name": "python3.11-sentencepiece-0.2.0",
       "pname": "sentencepiece",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
@@ -654,8 +749,8 @@
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/vjh8xqr5cf251qxx7hfnqyaaqaw3p4gd-python3.11-sentencepiece-0.2.0-dist",
-        "out": "/nix/store/ixx3awhs45annhrg2f8xjx9dlq7fn9nv-python3.11-sentencepiece-0.2.0"
+        "dist": "/nix/store/w7z65qpcsmix34swpvf3d4i12nhzqhmx-python3.11-sentencepiece-0.2.0-dist",
+        "out": "/nix/store/rppc6v66yv6zh8s5dnxzi0b33a1hrxp5-python3.11-sentencepiece-0.2.0"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -664,17 +759,17 @@
     {
       "attr_path": "python311Packages.sentencepiece",
       "broken": false,
-      "derivation": "/nix/store/3vxkz5x7gw8pfb34lrscc75ihgjznvw4-python3.11-sentencepiece-0.2.0.drv",
+      "derivation": "/nix/store/s7zzaf72xg9k0q7wsppfs47nwflg4f4i-python3.11-sentencepiece-0.2.0.drv",
       "description": "Unsupervised text tokenizer for Neural Network-based text generation",
       "install_id": "sentencepiece",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
       "name": "python3.11-sentencepiece-0.2.0",
       "pname": "sentencepiece",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
@@ -684,8 +779,8 @@
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/9f54bjrg6kydxrs8ppkgbx293h8w464r-python3.11-sentencepiece-0.2.0-dist",
-        "out": "/nix/store/v1jix722dmwg64xlrrlvsxpi8ngxh0dq-python3.11-sentencepiece-0.2.0"
+        "dist": "/nix/store/d39lxjhcpha5qv4js5g1j0jqgpmn9ya4-python3.11-sentencepiece-0.2.0-dist",
+        "out": "/nix/store/wy46074jwqln5zq6sib0qqwxv80gs464-python3.11-sentencepiece-0.2.0"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
@@ -694,28 +789,28 @@
     {
       "attr_path": "python311Packages.transformers",
       "broken": false,
-      "derivation": "/nix/store/ginmzd22y3yqpy7crly96sixbqpafrbi-python3.11-transformers-4.44.0.drv",
+      "derivation": "/nix/store/w78y8yr1dvnzcvksv6jnspndjk82kfmm-python3.11-transformers-4.45.2.drv",
       "description": "Natural Language Processing for TensorFlow 2.0 and PyTorch",
       "install_id": "transformers",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-transformers-4.44.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-transformers-4.45.2",
       "pname": "transformers",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-transformers-4.44.0",
+      "version": "python3.11-transformers-4.45.2",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/mly0h0hzibfrwjs8k2ybimb8d49xyyhi-python3.11-transformers-4.44.0-dist",
-        "out": "/nix/store/fvid9w3wmw5czgfjs7b5jz7cr2lkbfmc-python3.11-transformers-4.44.0"
+        "dist": "/nix/store/pxsiy005ky1c31xsqnvcsz1y628y3g1q-python3.11-transformers-4.45.2-dist",
+        "out": "/nix/store/bi1f7df6vjmhls9167ma2cjdx5cj0dc0-python3.11-transformers-4.45.2"
       },
       "system": "aarch64-darwin",
       "group": "toplevel",
@@ -724,28 +819,28 @@
     {
       "attr_path": "python311Packages.transformers",
       "broken": false,
-      "derivation": "/nix/store/4llj4rchyv5zrj18ypbxx6wrsq9akajw-python3.11-transformers-4.44.0.drv",
+      "derivation": "/nix/store/ayn7kvcjfyrgx1m34mqw142f2w5ypmj0-python3.11-transformers-4.45.2.drv",
       "description": "Natural Language Processing for TensorFlow 2.0 and PyTorch",
       "install_id": "transformers",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-transformers-4.44.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-transformers-4.45.2",
       "pname": "transformers",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-transformers-4.44.0",
+      "version": "python3.11-transformers-4.45.2",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/k4iqxkm6dnk2mbqy1gcc8zchyamls201-python3.11-transformers-4.44.0-dist",
-        "out": "/nix/store/l0rh666j5v602l046rf0pkbr1ab8xiii-python3.11-transformers-4.44.0"
+        "dist": "/nix/store/5y8d384j9v4ccv4f3n6pdx79pz3h8a6k-python3.11-transformers-4.45.2-dist",
+        "out": "/nix/store/9gc166ax5hmmj8pamz0gf7043fimq2qi-python3.11-transformers-4.45.2"
       },
       "system": "aarch64-linux",
       "group": "toplevel",
@@ -754,28 +849,28 @@
     {
       "attr_path": "python311Packages.transformers",
       "broken": false,
-      "derivation": "/nix/store/75fmra8ds6v3a98nsq3wd3dg2n45rgyy-python3.11-transformers-4.44.0.drv",
+      "derivation": "/nix/store/z4bnam29aiwfdqmy7mn3ry06smidxc8h-python3.11-transformers-4.45.2.drv",
       "description": "Natural Language Processing for TensorFlow 2.0 and PyTorch",
       "install_id": "transformers",
       "license": "Apache-2.0",
-      "locked_url": "https://github.com/flox/nixpkgs?rev=5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "name": "python3.11-transformers-4.44.0",
+      "locked_url": "https://github.com/flox/nixpkgs?rev=4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "name": "python3.11-transformers-4.45.2",
       "pname": "transformers",
-      "rev": "5e0ca22929f3342b19569b21b2f3462f053e497b",
-      "rev_count": 664135,
-      "rev_date": "2024-08-09T03:53:12Z",
-      "scrape_date": "2024-08-11T02:08:20Z",
+      "rev": "4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0",
+      "rev_count": 694395,
+      "rev_date": "2024-10-18T13:02:40Z",
+      "scrape_date": "2024-10-20T03:56:48Z",
       "stabilities": [
         "unstable"
       ],
       "unfree": false,
-      "version": "python3.11-transformers-4.44.0",
+      "version": "python3.11-transformers-4.45.2",
       "outputs_to_install": [
         "out"
       ],
       "outputs": {
-        "dist": "/nix/store/hk2lsi3568zlph3jcbb00kp865a4ssjr-python3.11-transformers-4.44.0-dist",
-        "out": "/nix/store/b787dsyrhmwbrzkwrb1zcnmhk3ns922k-python3.11-transformers-4.44.0"
+        "dist": "/nix/store/icki4k5pkbfhy2pncgzp4xgvvqzpvgh1-python3.11-transformers-4.45.2-dist",
+        "out": "/nix/store/02j2qqmxwwwafjdkvb8inw84q13vxcfk-python3.11-transformers-4.45.2"
       },
       "system": "x86_64-linux",
       "group": "toplevel",
diff --git a/flaim/.flox/env/manifest.toml b/flaim/.flox/env/manifest.toml
index ce4c55b..cd674dd 100644
--- a/flaim/.flox/env/manifest.toml
+++ b/flaim/.flox/env/manifest.toml
@@ -10,23 +10,27 @@ version = 1
 [install]
 
 pytorch-bin.pkg-path = "python311Packages.pytorch-bin"
-pytorch-bin.version = "python3.11-torch-2.3.1"
+pytorch-bin.version = "python3.11-torch-2.4.1"
 
-accelerate.pkg-path     = "python311Packages.accelerate"
-accelerate.version      = "python3.11-accelerate-0.32.0"
-transformers.pkg-path   = "python311Packages.transformers"
-transformers.version    = "python3.11-transformers-4.44.0"
+diffusers.pkg-path = "python311Packages.diffusers"
+diffusers.version = "python3.11-diffusers-0.30.0"
 
-sentencepiece.pkg-path  = "python311Packages.sentencepiece"
-sentencepiece.version   = "python3.11-sentencepiece-0.2.0"
+accelerate.pkg-path = "python311Packages.accelerate"
+accelerate.version = "python3.11-accelerate-1.0.0"
 
-diffusers.pkg-path      = "python311Packages.diffusers"
-diffusers.version       = "python3.11-diffusers-0.29.2"
+transformers.pkg-path = "python311Packages.transformers"
+transformers.version = "python3.11-transformers-4.45.2"
 
-gum.pkg-path            = "gum"
-figlet.pkg-path         = "toilet"
+sentencepiece.pkg-path = "python311Packages.sentencepiece"
+sentencepiece.version = "python3.11-sentencepiece-0.2.0"
 
-jupyter.pkg-path        = "python311Packages.jupyter"
+imgcat.pkg-path = "python311Packages.imgcat"
+imgcat.version = "python3.11-imgcat-0.5.0"
+
+gum.pkg-path = "gum"
+figlet.pkg-path = "toilet"
+
+jupyter.pkg-path = "python311Packages.jupyter"
 
 [vars]
 # Since we are managing our venv with Flox, there is no need to
diff --git a/flaim/flab/flab-flux.py b/flaim/flab/flab-flux.py
index 23b3df8..74adf80 100755
--- a/flaim/flab/flab-flux.py
+++ b/flaim/flab/flab-flux.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
 
-token = ''
+import os
+token = os.environ.get('HF_TOKEN')
 
 # sssshhhhhhhhh if we wanna see you talk we'll run the notebook
 import warnings
@@ -64,7 +65,7 @@
 
     # load up the prompt a bit with some opinions
     loaded_prompt = (
-        "concept art"
+        "concept art "
         + prompt
         + ", high quality, (magical), (nature), (futuristic), digital artwork, graphic art"
     )
diff --git a/flaim/flab/flab-sd3.py b/flaim/flab/flab-sd3.py
index 9214593..e4a8f81 100755
--- a/flaim/flab/flab-sd3.py
+++ b/flaim/flab/flab-sd3.py
@@ -1,6 +1,7 @@
 #!/usr/bin/env python3
 
-token = ''
+import os
+token = os.environ.get('HF_TOKEN')
 
 # sssshhhhhhhhh if we wanna see you talk we'll run the notebook
 import warnings
@@ -63,7 +64,7 @@
 
     # load up the prompt a bit with some opinions
     loaded_prompt = (
-        "concept art"
+        "concept art "
         + prompt
         + ", high quality, (magical), (nature), (futuristic), digital artwork, (comic book)"
     )
diff --git a/flaim/flab/flab.py b/flaim/flab/flab.py
index 4655291..2ee6650 100755
--- a/flaim/flab/flab.py
+++ b/flaim/flab/flab.py
@@ -60,7 +60,7 @@
 
     # load up the prompt a bit with some opinions
     loaded_prompt = (
-        "concept art"
+        "concept art "
         + prompt
         + ", high quality, (magical), (nature), (futuristic), digital artwork"
     )
diff --git a/flaim/test.sh b/flaim/test.sh
new file mode 100755
index 0000000..95c5613
--- /dev/null
+++ b/flaim/test.sh
@@ -0,0 +1,6 @@
+#!/usr/bin/env bash
+
+script="[(importlib := __import__('importlib')), (warnings := importlib.import_module('warnings')), warnings.filterwarnings('ignore'), (torch := importlib.import_module('torch')), print('CUDA is available 🔥') if torch.cuda.is_available() else print('Metal is available 🍏') if torch.backends.mps.is_available() else print('I only see a CPU 😞')]"
+
+$FLOX_ENV/bin/python3 -c "$script"
+