Qwen2.5 Coderよりもエージェントベンチマークで良いスコアとのXで話題が出ていた SWE-agent-LM-32B を使ってみる．
モデルがhugging faceにアップロードされたばかりで，MLX量子化版がなかったので，以下のコマンドで量子化してみた．
mlx_lm.awq --model SWE-bench/SWE-agent-LM-32B --bits 4
AWQ (activation-aware weight quantization) は v0.24.0 で使える量子化モードで，通常の量子化よりも性能が良いらしい．
DWQ (Distilled weight quantization) という量子化もあるらしいが，pipでインストールした mlx_lm v0.24.0 には含まれていないので，今回はAWQで量子化した．
import os
from smolagents import CodeAgent, DuckDuckGoSearchTool, MLXModel
model = MLXModel(
model_id=os.path.join(os.environ.get("MLX_MODELS_PATH"), "SWE-bench/SWE-agent-LM-32B-4bit-AWQ"),
max_tokens=4096
)
agent = CodeAgent(tools=[DuckDuckGoSearchTool()], model=model)
agent.run("Search for the best music recommendations for a party at the Wayne's mansion.")
New run
Search for the best music recommendations for a party at the Wayne's mansion.
MLXModel - SWE-bench/SWE-agent-LM-32B-4bit-AWQ
Step 1
Executing parsed code:
music_recommendations = web_search("best music for a party at a mansion")
print(music_recommendations)
Execution logs:
## Search Results
[The 75 Best Party Songs That Will Get Everyone Dancing -
Gear4music](https://www.gear4music.com/blog/best-party-songs/)
The best party songs 1. "September" - Earth, Wind & Fire (1978) Quite possibly the best party song. An infectious
mix of funk and soul, "September" is celebrated for its upbeat melody and "ba-dee-ya" chorus, making it a timeless
dance favorite.
[Top 200 Most Requested Songs - DJ Event Planner](https://djeventplanner.com/mostrequested.htm)
House Of Pain: Jump Around: 88: Beatles: Twist And Shout: 89: Taylor Swift: Lover: 90: Justin Timberlake: Can't
Stop The Feeling! 91: Wild Cherry: Play That Funky Music: 92: Beyonce: Love On Top: 93: Big & Rich: Save A Horse
(Ride A Cowboy) 94: Taylor Swift: You Belong With Me: 95: Cardi B, Bad Bunny and J Balvin: I Like It: 96: Rihanna:
Don't ...
[200 Classic House Party Songs Everyone Knows | The Best ... -
iSpyTunes](https://www.ispytunes.com/post/house-party-songs)
Next, let's get into reviewing 20 of the best songs for your next house party. 1. rockstar by Post Malone (feat. 21
Savage) "rockstar" by Post Malone (feat. 21 Savage) is an incredibly popular song with a great instrumental and an
infectious chorus, which makes it a perfect song for playing at parties. The whole song is like a giant energy ...
[45 Songs That Get Your Event Guests on the Dance Floor Every
Time](https://hub.theeventplannerexpo.com/entertainment/35-songs-that-get-your-event-guests-on-the-dance-floor-ever
y-time)
You'll know your client's event best, including music genre preferences and styles. But these songs are wildly
popular among many generations and are always great to have on standby should your dance guests need a boost. Party
Songs "Flowers" by Miley Cyrus (2023) "TQG" by KAROL G & Shakira (2023) "TRUSTFALL" by P!nk (2023)
[Best Songs To Party: DJ's Ultimate Party Songs Playlist -
Top40Weekly.com](https://top40weekly.com/best-songs-to-party/)
Don't forget the music! We've compiled the best songs to party that are sure to get everyone in the mood to dance
and have a good time. Skip to content. Search for: 1950. Top Songs from 1955; ... a house party, or just jamming
out with friends, this song will ignite the party vibe and create unforgettable memories. 4 - "Get Lucky ...
[40 Best Party Songs | Songs To Dance To, Ranked By Our Editors - Time
Out](https://www.timeout.com/music/best-party-songs)
The best is when you go for the extended version, and find yourself in the midst of the intro for about 11 minutes.
But whichever version you go for, this is the party song, in every way. She ...
[Top 25 House Party Songs of All Time - Groovenexus](https://www.groovenexus.com/top-playlist/house-party-songs/)
In our close circle, online and in-house parties are taking the row up. In-house parties are rising nowadays.
Houses are the safest place to party and hang out with friends while playing the best house party songs. Imagine a
close circle where music truly comes alive and jive up with the house party songs of all time.
[100 Best Party Songs: The Ultimate Party Playlist](https://audiocaptain.com/best-party-songs/)
Best Party Songs 2024. The Coronavirus will forever shroud this portion of music history. Music was still being
released, but due to COVID restrictions, clubs were closed, house parties banned, and raves monitored.
[Best Party Songs - House Party Music Playlist (Updated in
2025)](https://www.youtube.com/playlist?list=PLo3pNg0eiPc-3MC9VFxy9Kt6eau9ZJTPt)
Best Party Songs - House Party Music Playlist (Updated in 2025) If you liked this playlist, we recommend you also
listen to these music lists: 1. Summer Pool...
[61 Best House Party Songs - Instrumentful](https://instrumentful.com/61-best-house-party-songs/)
As we shuffle into the weekend, it's time to let loose and bust a move! Whether it's a birthday bash, a wild
college party, or a just-because-soiree, one thing's for sure - music is the key ingredient to a memorable night.
From the electrifying bass beats to the catchy chorus, house party songs have the power to get everyone on their
feet.
Out: None
[Step 1: Duration 16.04 seconds| Input tokens: 2,052 | Output tokens: 77]
Step 2
Executing parsed code:
mansion_music = web_search("best music for a mansion party")
print(mansion_music)
Execution logs:
## Search Results
[200 Classic House Party Songs Everyone Knows | The Best ... -
iSpyTunes](https://www.ispytunes.com/post/house-party-songs)
Next, let's get into reviewing 20 of the best songs for your next house party. 1. rockstar by Post Malone (feat. 21
Savage) "rockstar" by Post Malone (feat. 21 Savage) is an incredibly popular song with a great instrumental and an
infectious chorus, which makes it a perfect song for playing at parties. The whole song is like a giant energy ...
[The 75 Best Party Songs That Will Get Everyone Dancing -
Gear4music](https://www.gear4music.com/blog/best-party-songs/)
The best party songs 1. "September" - Earth, Wind & Fire (1978) Quite possibly the best party song. An infectious
mix of funk and soul, "September" is celebrated for its upbeat melody and "ba-dee-ya" chorus, making it a timeless
dance favorite.
[House Party - 80 Songs - playlist by Spotify](https://open.spotify.com/playlist/37i9dQZF1DXd5DCuoVuFY3)
Playlist · House Party · 80 items · 562.5K saves. Playlist · Spotify · 80 items · 562.5K saves Playlist · House
Party · 80 items · 562.5K saves ... Sign up to get unlimited songs and podcasts with occasional ads. No credit card
needed. Sign up free-:--Change progress-:-- ... First Party Targeting Cookies.
[Best Songs To Party: DJ's Ultimate Party Songs Playlist -
Top40Weekly.com](https://top40weekly.com/best-songs-to-party/)
Don't forget the music! We've compiled the best songs to party that are sure to get everyone in the mood to dance
and have a good time. Skip to content. Search for: 1950. Top Songs from 1955; ... a house party, or just jamming
out with friends, this song will ignite the party vibe and create unforgettable memories. 4 - "Get Lucky ...
[40 Best Party Songs | Songs To Dance To, Ranked By Our Editors - Time
Out](https://www.timeout.com/music/best-party-songs)
The best is when you go for the extended version, and find yourself in the midst of the intro for about 11 minutes.
But whichever version you go for, this is the party song, in every way. She ...
[Top 25 House Party Songs of All Time | GrooveNexus](https://www.groovenexus.com/top-playlist/house-party-songs/)
Houses are the safest place to party and hang out with friends while playing the best house party songs. Imagine a
close circle where music truly comes alive and jive up with the house party songs of all time. It is fun to plan
and host an in-house party. We usually come across many iconic videos that people host in their living rooms and
have ...
[10 Best Songs for a House Party, Ranked 2023 - Tone
Start](https://www.tonestart.com/best-songs-for-a-house-party/)
The record has a great replayable quality and a danceable tempo that makes it one of the best songs for a house
party, in my opinion. 7. Pon de Replay - Rihanna. The instrumental alone is enough to get people moving, and the
record is a staple from the earlier part of Rihanna's career. Released in the late 2000s, the song perfectly ...
[100 Best Party Songs: The Ultimate Party Playlist](https://audiocaptain.com/best-party-songs/)
Best Party Songs 2024. The Coronavirus will forever shroud this portion of music history. Music was still being
released, but due to COVID restrictions, clubs were closed, house parties banned, and raves monitored.
[Best Party Songs - House Party Music Playlist (Updated in
2025)](https://www.youtube.com/playlist?list=PLo3pNg0eiPc-3MC9VFxy9Kt6eau9ZJTPt)
Best Party Songs - House Party Music Playlist (Updated in 2025) If you liked this playlist, we recommend you also
listen to these music lists: 1. Summer Pool...
[61 Best House Party Songs - Instrumentful](https://instrumentful.com/61-best-house-party-songs/)
As we shuffle into the weekend, it's time to let loose and bust a move! Whether it's a birthday bash, a wild
college party, or a just-because-soiree, one thing's for sure - music is the key ingredient to a memorable night.
From the electrifying bass beats to the catchy chorus, house party songs have the power to get everyone on their
feet.
Out: None
[Step 2: Duration 22.72 seconds| Input tokens: 5,340 | Output tokens: 144]
Step 3
Executing parsed code:
elegant_mansion_music = web_search("elegant mansion party music")
print(elegant_mansion_music)
Execution logs:
## Search Results
[Mansion Vibes: Elegant Mansion Design with Relaxing Music](https://www.youtube.com/watch?v=AyC59g5YEqU)
"Immerse yourself in the opulent ambiance of a grand mansion with our 'Luxurios Mansion Vibes' playlist. This
collection of relaxing music is designed to tra...
[Best of Luxury Jazz Music: Elegant & Relaxing Lounge Jazz • Piano
...](https://www.youtube.com/watch?v=V1O9VAHPVL4)
Step into an atmosphere of elegance and relaxation with this 1 Hour Jazz Instrumental Lounge Music. 🎷 Perfect for
creating a sophisticated ambiance, this c...
[Born Spring Bloom - Elegant Mansion Party - YouTube](https://www.youtube.com/watch?v=6gC6bsgGLaQ)
Part 6 (Elegant Mansion Party) from the film Mansion. Music by born spring bloom.
2011,2012.https://open.spotify.com/track/2f5TxV4HSP3p4UxBlA7ejE?si=luJC2W4d...
[Gala Night - Elegant Jazz - Smooth Music for Romantic Evening, Elegant
...](https://music.apple.com/us/album/gala-night-elegant-jazz-smooth-music-for-romantic-evening/1437330479)
Listen to Gala Night - Elegant Jazz - Smooth Music for Romantic Evening, Elegant Cocktail Party, Restaurant and
Wine Bar, Beautiful Instrumental Sounds by Relaxing Piano Bar Masters on Apple Music. 2018. 30 Songs. Duration: 2
hours, 7 minutes.
[Gala Night - Elegant Jazz - Smooth Music for Romantic Evening, Elegant
...](https://music.youtube.com/playlist?list=OLAK5uy_lthkdN77Shz1Rpvs0AP_NMpEZCSr6RSE0)
With the YouTube Music app, enjoy over 100 million songs at your fingertips, plus albums, playlists, remixes, music
videos, live performances, covers, and hard-to-find music you can't get anywhere else.
[Elegant Party Music - YouTube Music](https://music.youtube.com/playlist?list=PLHgycxPbDADYLxAvjnBzkvz7pt0Bjtphr)
With the YouTube Music app, enjoy over 100 million songs at your fingertips, plus albums, playlists, remixes, music
videos, live performances, covers, and hard-to-find music you can't get anywhere else.
[Luxury Mansion Music | No Copyright Song & MP3 Free Downloads -
Pixabay](https://pixabay.com/music/search/luxury+mansion/)
887+ Luxury Mansion no copyright music Download luxury mansion royalty-free audio tracks and instrumentals for your
next project. Royalty-free music tracks. ... Lifestyle (Production Music: Elegant, Luxury) Miyagisama. 1:34.
Download. elegant home luxury. 1:34. Prestige Hope - Luxury Piano Ambient. Sonican. 2:26. Download. luxury prestige
wealth.
[Elegant Mansion Party | Born Spring Bloom](https://bornspringbloom.bandcamp.com/track/elegant-mansion-party)
Elegant Mansion Party by Born Spring Bloom, released 01 November 2011
[Gala Night - Elegant Jazz - Smooth Music for Romantic Evening, Elegant
...](https://open.spotify.com/album/5XBgHvqB1FthhSo5IxsfbB)
Listen to Gala Night - Elegant Jazz - Smooth Music for Romantic Evening, Elegant Cocktail Party, Restaurant and
Wine Bar, Beautiful Instrumental Sounds on Spotify. Relaxing Piano Bar Masters · Album · 2018 · 30 songs. Relaxing
Piano Bar Masters · Album · 2018 · 30 songs.
[Elegant Music | No Copyright Song & MP3 Free Downloads - Pixabay](https://pixabay.com/music/search/elegant/)
51,813+ Elegant no copyright music Download elegant royalty-free audio tracks and instrumentals for your next
project. Royalty-free music tracks. Elegant Style Crab_Audio. 1:36. Upbeat. Elegant Fashion Luxury. 3. elegant
music amadozapana. 1:37. Upbeat. Music Elegant Corporate. 12. Elegant Piano trap base SoyKhaler. 1:19. Trap. Trap
Piano ...
Out: None
[Step 3: Duration 28.89 seconds| Input tokens: 9,811 | Output tokens: 205]
Step 4
Executing parsed code:
wayne_mansion_music = web_search("music for Wayne's mansion party")
print(wayne_mansion_music)
Execution logs:
## Search Results
[Wayne's World Soundtrack (1992) | List of Songs |
WhatSong](https://www.what-song.com/Movies/Soundtrack/560/Waynes-World)
Listen to all 25 songs from the Wayne's World soundtrack, playlist, ost and score.
[Wayne's World Soundtrack - Listen to all 28 songs with scene
descriptions](https://soundtrackradar.com/waynes-world-soundtrack/)
Listen to the music from Wayne's World. The movie features 28 songs in total. Each song comes with a scene
description and an audio sample.
[Wayne's World Theme Song (Extended Version) - YouTube](https://www.youtube.com/watch?v=4Manzr3iuq0)
Wayne's World Theme Song (Extended Version)Party Time! Excellent!
[Wayne's World: Music from the Motion Picture -
Wikipedia](https://en.wikipedia.org/wiki/Wayne's_World:_Music_from_the_Motion_Picture)
Wayne's World: Music from the Motion Picture is the soundtrack album for the 1992 comedy film Wayne's World,
released on February 18, 1992. The album was certified double-Platinum by the RIAA on July 16, 1997.
[Wayne's World (1992) Music -
101soundboards.com](https://www.101soundboards.com/boards/116873-waynes-world-1992-music)
Wayne's World is a 1992 cult classic comedy film directed by Penelope Spheeris. The story revolves around Wayne
Campbell and his best friend, Garth Algar, who host a public access television show from Wayne's basement. Played
by Mike Myers and Dana Carvey respectively, their hilarious adventures capture the essence of rock 'n' roll, comedy
sketches, and teenage angst. The film features ...
[Wayne's World (1992) - Soundtracks - IMDb](https://www.imdb.com/title/tt0105793/soundtrack/)
What is the streaming release date of Wayne's World (1992) in Canada?
[Wayne's World Soundtrack - YouTube](https://www.youtube.com/playlist?list=PLT1B-MgwGk7dEQdDHbrZK77YMlrlo0NIZ)
1 - Bohemian Rhapsody - Queen 2 - Hot and Bothered - Cinderella 3 - Rock Candy - BulletBoys 4 - Dream Weaver - Gary
Wright (Rerecorded Version) 5 - Sikamikan...
[Music from the Motion Picture: Wayne's World -
Genius](https://genius.com/albums/Various-artists/Music-from-the-motion-picture-wayne-s-world)
This is the soundtrack album to the hit 1992 comedy film based on the Saturday Night Live series of recurring
sketches about two slacker teens (Mike Myers and Dana Carvey) doing a
[Music From the Motion Picture - Wayne's World (1992) : Various Artists
...](https://archive.org/details/waynes-world-ost-1992)
Publication date 1992 Usage Attribution-NonCommercial-NoDerivs 4.0 International Topics Wayne's World, Various
Artists, Wayne's World, Soundtrack, Rock, Pop Rock, Arena Rock, Classic Rock Language English Item Size 130.8M
[Wayne's World: Music From The Motion Picture -
Archive.org](https://archive.org/details/MusicFromTheMotionPictureWaynesWorld)
Publication date 1992-02-18 Topics Wayne's World, Music From The Motion Picture, Original Motion Picture Soundtrack
Item Size 1.0G
Out: None
[Step 4: Duration 36.25 seconds| Input tokens: 15,352 | Output tokens: 290]
Step 5
Executing parsed code:
wayne_world_soundtrack = web_search("Wayne's World soundtrack songs")
print(wayne_world_soundtrack)
Execution logs:
## Search Results
[Wayne's World Soundtrack (1992) | List of Songs -
WhatSong](https://www.what-song.com/Movies/Soundtrack/560/Waynes-World)
Listen to all 25 songs from the Wayne's World soundtrack, playlist, ost and score. Loading. Movies. Shows. Lists.
Blog. Join. Music from Wayne's World Soundtrack. 1992-25 songs-141K views. Music from Wayne's World Soundtrack.
1992-25 songs-141K views. Trending. Featured artists. Queen. 72 Songs. Red Hot Chilli Peppers. 5 Songs. Black
Sabbath.
[Wayne's World: Music from the Motion Picture -
Wikipedia](https://en.wikipedia.org/wiki/Wayne's_World:_Music_from_the_Motion_Picture)
Wayne's World: Music from the Motion Picture is the soundtrack album for the 1992 comedy film Wayne's World,
released on February 18, 1992. ... Songs featured in the film but not included on the soundtrack album: "Cold
Chills" - Kix "Everything About You" - Ugly Kid Joe
[Wayne's World Soundtrack - Listen to all 28 songs with scene
descriptions](https://soundtrackradar.com/waynes-world-soundtrack/)
Song: Listen on: "Bohemian Rhapsody" by Queen Timestamp: 0:05 | Scene: Wayne (Mike Myers) puts the tape on in
Garth's (Dana Carvey) car and they sing along with the song. Plays in the car again as they pick up some bloke.
Plays again as Wayne looks at a guitar in the window and gets back into the car.
[Wayne's World (1992) - Soundtracks - IMDb](https://www.imdb.com/title/tt0105793/soundtrack/)
Wayne's World (1992) - Movies, TV, Celebs, and more... Menu. Movies. ... Soundtracks. Wayne's World. Edit. Wayne's
World Theme. Written by Mike Myers & G.E. Smith. Bohemian Rhapsody. Written by Freddie Mercury. Performed by Queen.
Courtesy of Hollywood Records / EMI Records. Everything About You.
[Wayne's World Soundtrack - YouTube](https://www.youtube.com/playlist?list=PLT1B-MgwGk7dEQdDHbrZK77YMlrlo0NIZ)
1 - Bohemian Rhapsody - Queen 2 - Hot and Bothered - Cinderella 3 - Rock Candy - BulletBoys 4 - Dream Weaver - Gary
Wright (Rerecorded Version) 5 - Sikamikan...
[Wayne's World Soundtrack - Tunefind](https://www.tunefind.com/movie/waynes-world-1992)
Song previews courtesy of Apple Music and Spotify. Commission may be earned on links to third party sites,
including the Amazon Associate program. ... Wayne's World Soundtrack. February 14, 1992 | 28 Songs. Follow. Order.
Name. Artist. Track. Description. Listen on. License on. Confirmed. Play Preview. Bohemian Rhapsody. Queen.
[Wayne's World: Music From The Motion Picture -
Archive.org](https://archive.org/details/MusicFromTheMotionPictureWaynesWorld)
Wayne's World: Music From The Motion Picture by Reprise Records. Publication date 1992-02-18 Topics Wayne's World,
Music From The Motion Picture, Original Motion Picture Soundtrack Item Size 1.0G . Tracks: Bohemian Rhapsody
(Queen) Hot And Bothered (Cinderella) Rock Candy (BulletBoys)
[Wayne's World (1992) Soundtrack - whatsong.org](https://www.whatsong.org/movie/wayne-s-world)
Complete song list of Wayne's World. Movies; TV Shows; Search. Join Amazon Prime - Watch Thousands of Movies & TV
Shows Anytime - 📺 Start Free Trial Now. Wayne's World (1992) Soundtrack . 14 Feb 1992 ... Red Hot Chili Peppers -
Wayne's World (Music from the Motion Picture) After Mickey plays a CD in the car with Cassandra, Wayne does the
same.
[Waynes World Soundtrack (OST) - playlist by Movie Soundtracks -
Spotify](https://open.spotify.com/playlist/3Sd639NZGGBhCCqCzLs4PM)
Waynes World Soundtrack (OST) · Playlist · 16 songs · 395 likes
[Wayne's World Soundtrack | The Official Tony Iommi Website](http://www.iommi.com/discography/1990s/waynesworld/)
Wayne's World Soundtrack. Reprise 7599-26805-1 Released February 2, 1992. Track Listing. Bohemian Rhapsody Queen;
Hot And Bothered Cinderella; Rock Candy BulletBoys
Out: None
[Step 5: Duration 41.63 seconds| Input tokens: 21,866 | Output tokens: 363]
Step 6
Executing parsed code:
# List of the best songs from Wayne's World soundtrack for a party at Wayne's mansion
wayne_mansion_playlist = [
"Bohemian Rhapsody - Queen",
"Hot and Bothered - Cinderella",
"Rock Candy - BulletBoys",
"Dream Weaver - Gary Wright",
"Sikamikan - Red Hot Chili Peppers",
"Wayne's World - Red Hot Chili Peppers",
"Everything About You - Ugly Kid Joe",
"Cold Chills - Kix",
"I Can't Get No Satisfaction - The Rolling Stones",
"Satisfaction - The Rolling Stones"
]
# Print the playlist
print("Wayne's Mansion Party Playlist:")
for i, song in enumerate(wayne_mansion_playlist, 1):
print(f"{i}. {song}")
Execution logs:
Wayne's Mansion Party Playlist:
1. Bohemian Rhapsody - Queen
2. Hot and Bothered - Cinderella
3. Rock Candy - BulletBoys
4. Dream Weaver - Gary Wright
5. Sikamikan - Red Hot Chili Peppers
6. Wayne's World - Red Hot Chili Peppers
7. Everything About You - Ugly Kid Joe
8. Cold Chills - Kix
9. I Can't Get No Satisfaction - The Rolling Stones
10. Satisfaction - The Rolling Stones
Out: None
[Step 6: Duration 56.34 seconds| Input tokens: 29,634 | Output tokens: 622]
Step 7
Executing parsed code:
final_answer(wayne_mansion_playlist)
Out - Final answer: ['Bohemian Rhapsody - Queen', 'Hot and Bothered - Cinderella', 'Rock Candy - BulletBoys',
'Dream Weaver - Gary Wright', 'Sikamikan - Red Hot Chili Peppers', "Wayne's World - Red Hot Chili Peppers",
'Everything About You - Ugly Kid Joe', 'Cold Chills - Kix', "I Can't Get No Satisfaction - The Rolling Stones",
'Satisfaction - The Rolling Stones']
[Step 7: Duration 52.32 seconds| Input tokens: 38,031 | Output tokens: 692]
['Bohemian Rhapsody - Queen',
'Hot and Bothered - Cinderella',
'Rock Candy - BulletBoys',
'Dream Weaver - Gary Wright',
'Sikamikan - Red Hot Chili Peppers',
"Wayne's World - Red Hot Chili Peppers",
'Everything About You - Ugly Kid Joe',
'Cold Chills - Kix',
"I Can't Get No Satisfaction - The Rolling Stones",
'Satisfaction - The Rolling Stones']
Septemberは入ってないけど，出力としては悪くない！
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