Model: carlesoctav/SentimentClassifierDune-8shot
Author: carlesoctav
Pipeline: text-classification
Library: setfit
Tags: setfit, safetensors, mpnet, sentence-transformers, text-classification, generated_from_setfit_trainer, en, arxiv:2209.11055, base_model:sentence-transformers/paraphrase-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-mpnet-base-v2, license:apache-2.0, model-index, region:us
Base models (finetune): id: sentence-transformers/paraphrase-mpnet-base-v2
Card metadata: language: en
license: apache-2.0
library_name: setfit
tags: setfit, sentence-transformers, text-classification, generated_from_setfit_trainer
base_model: sentence-transformers/paraphrase-mpnet-base-v2
metrics: accuracy, precision, recall, f1
widget: a cinematic masterpiece.. i can't believe my eyes what just i experienced in theatre, this movie is one of the best cinematic experience i've ever had.. from opening scene to end credit every second is worth it.. epic score by hans zimmer elevates the experience, filled with beautiful shots and cinematography to a great scrrenplay and some top notch acting by every cast member dune 2 will be remembered as one of the best films of this generation even after 50 years later that's my guarantee.. denis villeneuve is one of the best director of this generation who gave us masterpiece like blade runner 2049 and currently working on 3rd part of this trilogy which i can't wait to see.. action scenes were great featuring big ships, blasters laser guns and every other kind of weapons, sound effects were amazing but most importantly screenplay was well paced and story featuring blend of sci fi and fantasy elements is absolute best of the best even though it is an adaptation of 1965 novel of same name it is one of the best adaptations ever.. i loved both movies and can't wait to see what happens in future because i enjoy films about the chosen one prophecy like star wars, the matrix and now this.. i won't give any spoiler here and will not talk about anything shown in the movie since you need to see this movie for yourself to feel the magic.. don't miss it at any cost.. watch it on the biggest screen possible especially imax to enjoy epic sound effects and see the larger than life picture you'll love it.., hopeful for the future of this franchise this one's very personal for me since i've been invested in this franchise for years now and all the waiting throughout the production of both parts, considering the multiple delays, have been worthwhile and it only enriched the experience, so it's really hard for me to not sound like an absolute fanboy.every tidbit of news from the start of the production only fueled my excitement, from cast and crew announcements to first look reveals to teasers and trailers which i probably watched and obsessively dissected dozens of times. which always put at rest my lore obsessed brain because it all made sense, i could tell from the beginning that both parts were crafted by people who understood and cared about the source material without approaching it like some sort of sacred text. on that note i was quite surprised and pleased by the changes they did with characters, timeline and most specifically the ending, which only left me wanting more.despite the fact that unfortunately my local cinema doesn't have imax screens the experience was an absolute blast and i was nothing short of euphoric with a stupid grin the entire movie it felt surreal and overwhelming at times taking it all in. i loved how it expanded from the themes established in the first one, particularly the detailed exploration of fremen culture, how ominous and mysterious felt the bene gesserit, as for the harkonnens besides the obvious praise for how brutal, weird and cool they're portrayed i particularly appreciated the h. r giger inspired look of their black sun lit giedi prime. all while staying true to the essence of the story.with a chunky and lengthy runtime its impossible for me to pinpoint favorite moments. my jaw dropped at the sheer scale of many sequences, namely the opening scene with the orange hues and the levitating harkonnens, also the gladiator scene, the big feyd-rautha entrance was bonkers the fighting choreography felt natural and realistic and well thought out, tho i gotta admit i was iffy at first but ultimately pleasantly surprised by austin's feyd-rautha.overall, the performances, direction, music, sound design, cinematography, and production design were outstanding. the themes of fanaticism and the difficulty of reasoning with true believers resonated deeply with me. plus, getting to watch it with three of my favorite people made the movie watching experience even more lovely. dune part two exceeded my every expectations and left me eagerly awaiting the next installment. i can confidently say that this is the perfect dune adaptation., disappointing like seriously... what the hell was that? :-( first part was mostly on point... but the second part?? why alter perfection?it totally missed in my opinion. the nukes were used for the shields, not for the spice. the water of life was meant to be used for the spice... the great houses came together with the emperor, why was this changed? where is the baby? where is the sister? why was the guild cut out all together? where is the scene between. gurney and lady jessica. all this gave context to the story what now went totally missing.as it was cut together now, the only thing truly great about the movie was the sound editing. this gave a great atmosphere. i in general like villeneuve alot, sicario is one of the top3 the greatest movies ever made, but this was disappointing., dune 1 & 2 are probably the best sci-fi movies ever... yes, dune 1 & 2 are probably the best sci-fi movies ever. i can't really come up with anything else that would beat these anyway.part two was a nice continuation to part one, however i felt the last part of the movie could have been better or maybe it just went too fast. without spoiling its hard to explain. also missed some more insight about the mother and a lot of other things as well... imagine if this could have been a 20 episode serie with same quality!anyhow visually and the main cast were just excellent. i did expect more out of the emperor christofer walken.just love the tonality of the entire movie and the sound and music made it masterful.please more of these "adult" epic sci-fi movies and series!, great movie with holes in the plot dune 2 is a great movie that can be enjoyed despite some holes in the plot and questionable story elements. the movie is great visually and serves as an example of how cgi doesn't have to make a movie seem sterile and fake, or like watching a video game like the new brand of marvel movies and aquaman do.the cast is great - christopher walken should have had more scenes and other than it being him, his performance was not unique in any way - and there is a non credited appearance that i'm not going to spoil that is a wow!the movie is long, but there's a difference between long and too long, and any movie that wants to be an epic. 2 out of 5 found this helpful. was this review helpful? 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pipeline_tag: text-classification
inference: yes
model-index: name: SetFit with sentence-transformers/paraphrase-mpnet-base-v2 on data/raw/15239678.jsonl
results: task: type: text-classification
name: Text Classification
dataset: name: data/raw/15239678.jsonl
type: unknown
split: test
metrics: type: accuracy
value: 0.8246753246753247
name: Accuracy
verified: no, type: precision
value: 0.9915611814345991
name: Precision
verified: no, type: recall
value: 0.818815331010453
name: Recall
verified: no, type: f1
value: 0.8969465648854962
name: F1
verified: no
Likes: 0 | All-time downloads: 13
Created: 2024-03-15 07:51:35