peft safetensors generated_from_trainer dataset:scene_parse_150 base_model:nvidia/mit-b0 license:other region:us
---
license: other
library_name: peft
tags:
- generated_from_trainer
datasets:
- scene_parse_150
base_model: nvidia/mit-b0
model-index:
- name: ft-mit-b0-with-scene-parse-150-lora
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# ft-mit-b0-with-scene-parse-150-lora

This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the scene_parse_150 dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8279
- Mean Iou: 0.0003
- Mean Accuracy: 0.0004
- Overall Accuracy: 0.0038
- Accuracy Wall: nan
- Accuracy Building: 0.0205
- Accuracy Sky: 0.0
- Accuracy Floor: 0.0
- Accuracy Tree: 0.0
- Accuracy Ceiling: 0.0
- Accuracy Road: 0.0
- Accuracy Bed : 0.0005
- Accuracy Windowpane: 0.0
- Accuracy Grass: 0.0
- Accuracy Cabinet: 0.0
- Accuracy Sidewalk: 0.0
- Accuracy Person: 0.0
- Accuracy Earth: 0.0
- Accuracy Door: 0.0
- Accuracy Table: 0.0
- Accuracy Mountain: 0.0161
- Accuracy Plant: 0.0
- Accuracy Curtain: 0.0
- Accuracy Chair: 0.0
- Accuracy Car: 0.0
- Accuracy Water: 0.0
- Accuracy Painting: 0.0
- Accuracy Sofa: 0.0
- Accuracy Shelf: nan
- Accuracy House: nan
- Accuracy Sea: 0.0
- Accuracy Mirror: 0.0
- Accuracy Rug: 0.0
- Accuracy Field: 0.0
- Accuracy Armchair: 0.0
- Accuracy Seat: 0.0
- Accuracy Fence: nan
- Accuracy Desk: 0.0
- Accuracy Rock: 0.0
- Accuracy Wardrobe: 0.0
- Accuracy Lamp: 0.0
- Accuracy Bathtub: 0.0
- Accuracy Railing: nan
- Accuracy Cushion: 0.0
- Accuracy Base: 0.0
- Accuracy Box: 0.0
- Accuracy Column: 0.0
- Accuracy Signboard: 0.0
- Accuracy Chest of drawers: 0.0
- Accuracy Counter: nan
- Accuracy Sand: 0.0
- Accuracy Sink: nan
- Accuracy Skyscraper: 0.0
- Accuracy Fireplace: 0.0
- Accuracy Refrigerator: nan
- Accuracy Grandstand: nan
- Accuracy Path: 0.0
- Accuracy Stairs: 0.0
- Accuracy Runway: 0.0
- Accuracy Case: 0.0
- Accuracy Pool table: nan
- Accuracy Pillow: nan
- Accuracy Screen door: 0.0
- Accuracy Stairway: 0.0
- Accuracy River: nan
- Accuracy Bridge: nan
- Accuracy Bookcase: nan
- Accuracy Blind: 0.0
- Accuracy Coffee table: 0.0
- Accuracy Toilet: 0.0
- Accuracy Flower: 0.0
- Accuracy Book: 0.0
- Accuracy Hill: 0.0
- Accuracy Bench: 0.0
- Accuracy Countertop: 0.0
- Accuracy Stove: nan
- Accuracy Palm: nan
- Accuracy Kitchen island: nan
- Accuracy Computer: nan
- Accuracy Swivel chair: nan
- Accuracy Boat: nan
- Accuracy Bar: nan
- Accuracy Arcade machine: nan
- Accuracy Hovel: 0.0
- Accuracy Bus: 0.0
- Accuracy Towel: 0.0
- Accuracy Light: 0.0
- Accuracy Truck: 0.0
- Accuracy Tower: 0.0
- Accuracy Chandelier: nan
- Accuracy Awning: 0.0
- Accuracy Streetlight: nan
- Accuracy Booth: 0.0
- Accuracy Television receiver: 0.0
- Accuracy Airplane: nan
- Accuracy Dirt track: 0.0
- Accuracy Apparel: 0.0
- Accuracy Pole: 0.0
- Accuracy Land: nan
- Accuracy Bannister: nan
- Accuracy Escalator: nan
- Accuracy Ottoman: 0.0
- Accuracy Bottle: nan
- Accuracy Buffet: 0.0
- Accuracy Poster: 0.0
- Accuracy Stage: 0.0
- Accuracy Van: nan
- Accuracy Ship: nan
- Accuracy Fountain: 0.0
- Accuracy Conveyer belt: 0.0
- Accuracy Canopy: nan
- Accuracy Washer: nan
- Accuracy Plaything: nan
- Accuracy Swimming pool: 0.0
- Accuracy Stool: nan
- Accuracy Barrel: 0.0
- Accuracy Basket: nan
- Accuracy Waterfall: nan
- Accuracy Tent: 0.0
- Accuracy Bag: nan
- Accuracy Minibike: 0.0
- Accuracy Cradle: nan
- Accuracy Oven: nan
- Accuracy Ball: nan
- Accuracy Food: nan
- Accuracy Step: nan
- Accuracy Tank: 0.0
- Accuracy Trade name: 0.0
- Accuracy Microwave: 0.0
- Accuracy Pot: nan
- Accuracy Animal: nan
- Accuracy Bicycle: nan
- Accuracy Lake: nan
- Accuracy Dishwasher: nan
- Accuracy Screen: 0.0
- Accuracy Blanket: 0.0
- Accuracy Sculpture: 0.0
- Accuracy Hood: 0.0
- Accuracy Sconce: 0.0
- Accuracy Vase: nan
- Accuracy Traffic light: 0.0
- Accuracy Tray: nan
- Accuracy Ashcan: 0.0
- Accuracy Fan: nan
- Accuracy Pier: nan
- Accuracy Crt screen: 0.0
- Accuracy Plate: nan
- Accuracy Monitor: nan
- Accuracy Bulletin board: 0.0
- Accuracy Shower: nan
- Accuracy Radiator: nan
- Accuracy Glass: nan
- Accuracy Clock: 0.0
- Accuracy Flag: nan
- Iou Wall: 0.0
- Iou Building: 0.0129
- Iou Sky: 0.0
- Iou Floor: 0.0
- Iou Tree: 0.0
- Iou Ceiling: 0.0
- Iou Road: 0.0
- Iou Bed : 0.0002
- Iou Windowpane: 0.0
- Iou Grass: 0.0
- Iou Cabinet: 0.0
- Iou Sidewalk: 0.0
- Iou Person: 0.0
- Iou Earth: 0.0
- Iou Door: 0.0
- Iou Table: 0.0
- Iou Mountain: 0.0121
- Iou Plant: 0.0
- Iou Curtain: 0.0
- Iou Chair: 0.0
- Iou Car: 0.0
- Iou Water: 0.0
- Iou Painting: 0.0
- Iou Sofa: 0.0
- Iou Shelf: 0.0
- Iou House: nan
- Iou Sea: 0.0
- Iou Mirror: 0.0
- Iou Rug: 0.0
- Iou Field: 0.0
- Iou Armchair: 0.0
- Iou Seat: 0.0
- Iou Fence: nan
- Iou Desk: 0.0
- Iou Rock: 0.0
- Iou Wardrobe: 0.0
- Iou Lamp: 0.0
- Iou Bathtub: 0.0
- Iou Railing: nan
- Iou Cushion: 0.0
- Iou Base: 0.0
- Iou Box: 0.0
- Iou Column: 0.0
- Iou Signboard: 0.0
- Iou Chest of drawers: 0.0
- Iou Counter: nan
- Iou Sand: 0.0
- Iou Sink: nan
- Iou Skyscraper: 0.0
- Iou Fireplace: 0.0
- Iou Refrigerator: nan
- Iou Grandstand: nan
- Iou Path: 0.0
- Iou Stairs: 0.0
- Iou Runway: 0.0
- Iou Case: 0.0
- Iou Pool table: nan
- Iou Pillow: nan
- Iou Screen door: 0.0
- Iou Stairway: 0.0
- Iou River: nan
- Iou Bridge: nan
- Iou Bookcase: nan
- Iou Blind: 0.0
- Iou Coffee table: 0.0
- Iou Toilet: 0.0
- Iou Flower: 0.0
- Iou Book: 0.0
- Iou Hill: 0.0
- Iou Bench: 0.0
- Iou Countertop: 0.0
- Iou Stove: nan
- Iou Palm: nan
- Iou Kitchen island: nan
- Iou Computer: nan
- Iou Swivel chair: nan
- Iou Boat: nan
- Iou Bar: nan
- Iou Arcade machine: nan
- Iou Hovel: 0.0
- Iou Bus: 0.0
- Iou Towel: 0.0
- Iou Light: 0.0
- Iou Truck: 0.0
- Iou Tower: 0.0
- Iou Chandelier: nan
- Iou Awning: 0.0
- Iou Streetlight: nan
- Iou Booth: 0.0
- Iou Television receiver: 0.0
- Iou Airplane: nan
- Iou Dirt track: 0.0
- Iou Apparel: 0.0
- Iou Pole: 0.0
- Iou Land: nan
- Iou Bannister: nan
- Iou Escalator: nan
- Iou Ottoman: 0.0
- Iou Bottle: nan
- Iou Buffet: 0.0
- Iou Poster: 0.0
- Iou Stage: 0.0
- Iou Van: nan
- Iou Ship: nan
- Iou Fountain: 0.0
- Iou Conveyer belt: 0.0
- Iou Canopy: nan
- Iou Washer: nan
- Iou Plaything: nan
- Iou Swimming pool: 0.0
- Iou Stool: nan
- Iou Barrel: 0.0
- Iou Basket: nan
- Iou Waterfall: nan
- Iou Tent: 0.0
- Iou Bag: nan
- Iou Minibike: 0.0
- Iou Cradle: nan
- Iou Oven: nan
- Iou Ball: nan
- Iou Food: nan
- Iou Step: nan
- Iou Tank: 0.0
- Iou Trade name: 0.0
- Iou Microwave: 0.0
- Iou Pot: nan
- Iou Animal: nan
- Iou Bicycle: nan
- Iou Lake: nan
- Iou Dishwasher: nan
- Iou Screen: 0.0
- Iou Blanket: 0.0
- Iou Sculpture: 0.0
- Iou Hood: 0.0
- Iou Sconce: 0.0
- Iou Vase: nan
- Iou Traffic light: 0.0
- Iou Tray: nan
- Iou Ashcan: 0.0
- Iou Fan: nan
- Iou Pier: nan
- Iou Crt screen: 0.0
- Iou Plate: nan
- Iou Monitor: nan
- Iou Bulletin board: 0.0
- Iou Shower: nan
- Iou Radiator: nan
- Iou Glass: nan
- Iou Clock: 0.0
- Iou Flag: nan

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0005
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Accuracy Wall | Accuracy Building | Accuracy Sky | Accuracy Floor | Accuracy Tree | Accuracy Ceiling | Accuracy Road | Accuracy Bed  | Accuracy Windowpane | Accuracy Grass | Accuracy Cabinet | Accuracy Sidewalk | Accuracy Person | Accuracy Earth | Accuracy Door | Accuracy Table | Accuracy Mountain | Accuracy Plant | Accuracy Curtain | Accuracy Chair | Accuracy Car | Accuracy Water | Accuracy Painting | Accuracy Sofa | Accuracy Shelf | Accuracy House | Accuracy Sea | Accuracy Mirror | Accuracy Rug | Accuracy Field | Accuracy Armchair | Accuracy Seat | Accuracy Fence | Accuracy Desk | Accuracy Rock | Accuracy Wardrobe | Accuracy Lamp | Accuracy Bathtub | Accuracy Railing | Accuracy Cushion | Accuracy Base | Accuracy Box | Accuracy Column | Accuracy Signboard | Accuracy Chest of drawers | Accuracy Counter | Accuracy Sand | Accuracy Sink | Accuracy Skyscraper | Accuracy Fireplace | Accuracy Refrigerator | Accuracy Grandstand | Accuracy Path | Accuracy Stairs | Accuracy Runway | Accuracy Case | Accuracy Pool table | Accuracy Pillow | Accuracy Screen door | Accuracy Stairway | Accuracy River | Accuracy Bridge | Accuracy Bookcase | Accuracy Blind | Accuracy Coffee table | Accuracy Toilet | Accuracy Flower | Accuracy Book | Accuracy Hill | Accuracy Bench | Accuracy Countertop | Accuracy Stove | Accuracy Palm | Accuracy Kitchen island | Accuracy Computer | Accuracy Swivel chair | Accuracy Boat | Accuracy Bar | Accuracy Arcade machine | Accuracy Hovel | Accuracy Bus | Accuracy Towel | Accuracy Light | Accuracy Truck | Accuracy Tower | Accuracy Chandelier | Accuracy Awning | Accuracy Streetlight | Accuracy Booth | Accuracy Television receiver | Accuracy Airplane | Accuracy Dirt track | Accuracy Apparel | Accuracy Pole | Accuracy Land | Accuracy Bannister | Accuracy Escalator | Accuracy Ottoman | Accuracy Bottle | Accuracy Buffet | Accuracy Poster | Accuracy Stage | Accuracy Van | Accuracy Ship | Accuracy Fountain | Accuracy Conveyer belt | Accuracy Canopy | Accuracy Washer | Accuracy Plaything | Accuracy Swimming pool | Accuracy Stool | Accuracy Barrel | Accuracy Basket | Accuracy Waterfall | Accuracy Tent | Accuracy Bag | Accuracy Minibike | Accuracy Cradle | Accuracy Oven | Accuracy Ball | Accuracy Food | Accuracy Step | Accuracy Tank | Accuracy Trade name | Accuracy Microwave | Accuracy Pot | Accuracy Animal | Accuracy Bicycle | Accuracy Lake | Accuracy Dishwasher | Accuracy Screen | Accuracy Blanket | Accuracy Sculpture | Accuracy Hood | Accuracy Sconce | Accuracy Vase | Accuracy Traffic light | Accuracy Tray | Accuracy Ashcan | Accuracy Fan | Accuracy Pier | Accuracy Crt screen | Accuracy Plate | Accuracy Monitor | Accuracy Bulletin board | Accuracy Shower | Accuracy Radiator | Accuracy Glass | Accuracy Clock | Accuracy Flag | Iou Wall | Iou Building | Iou Sky | Iou Floor | Iou Tree | Iou Ceiling | Iou Road | Iou Bed  | Iou Windowpane | Iou Grass | Iou Cabinet | Iou Sidewalk | Iou Person | Iou Earth | Iou Door | Iou Table | Iou Mountain | Iou Plant | Iou Curtain | Iou Chair | Iou Car | Iou Water | Iou Painting | Iou Sofa | Iou Shelf | Iou House | Iou Sea | Iou Mirror | Iou Rug | Iou Field | Iou Armchair | Iou Seat | Iou Fence | Iou Desk | Iou Rock | Iou Wardrobe | Iou Lamp | Iou Bathtub | Iou Railing | Iou Cushion | Iou Base | Iou Box | Iou Column | Iou Signboard | Iou Chest of drawers | Iou Counter | Iou Sand | Iou Sink | Iou Skyscraper | Iou Fireplace | Iou Refrigerator | Iou Grandstand | Iou Path | Iou Stairs | Iou Runway | Iou Case | Iou Pool table | Iou Pillow | Iou Screen door | Iou Stairway | Iou River | Iou Bridge | Iou Bookcase | Iou Blind | Iou Coffee table | Iou Toilet | Iou Flower | Iou Book | Iou Hill | Iou Bench | Iou Countertop | Iou Stove | Iou Palm | Iou Kitchen island | Iou Computer | Iou Swivel chair | Iou Boat | Iou Bar | Iou Arcade machine | Iou Hovel | Iou Bus | Iou Towel | Iou Light | Iou Truck | Iou Tower | Iou Chandelier | Iou Awning | Iou Streetlight | Iou Booth | Iou Television receiver | Iou Airplane | Iou Dirt track | Iou Apparel | Iou Pole | Iou Land | Iou Bannister | Iou Escalator | Iou Ottoman | Iou Bottle | Iou Buffet | Iou Poster | Iou Stage | Iou Van | Iou Ship | Iou Fountain | Iou Conveyer belt | Iou Canopy | Iou Washer | Iou Plaything | Iou Swimming pool | Iou Stool | Iou Barrel | Iou Basket | Iou Waterfall | Iou Tent | Iou Bag | Iou Minibike | Iou Cradle | Iou Oven | Iou Ball | Iou Food | Iou Step | Iou Tank | Iou Trade name | Iou Microwave | Iou Pot | Iou Animal | Iou Bicycle | Iou Lake | Iou Dishwasher | Iou Screen | Iou Blanket | Iou Sculpture | Iou Hood | Iou Sconce | Iou Vase | Iou Traffic light | Iou Tray | Iou Ashcan | Iou Fan | Iou Pier | Iou Crt screen | Iou Plate | Iou Monitor | Iou Bulletin board | Iou Shower | Iou Radiator | Iou Glass | Iou Clock | Iou Flag |
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| 3.2136        | 1.0   | 29   | 2.6069          | 0.0001   | 0.0003        | 0.0045           | nan           | 0.0263            | 0.0000       | 0.0            | 0.0           | 0.0              | 0.0           | 0.0           | 0.0                 | 0.0            | 0.0              | 0.0               | 0.0             | 0.0            | 0.0           | 0.0            | 0.0               | 0.0            | 0.0              | 0.0            | 0.0          | 0.0            | 0.0               | 0.0           | nan            | nan            | 0.0          | 0.0             | 0.0          | 0.0            | 0.0               | 0.0           | nan            | 0.0           | 0.0           | 0.0               | 0.0           | 0.0              | nan              | 0.0              | 0.0           | 0.0          | 0.0             | 0.0                | 0.0                       | nan              | 0.0           | nan           | 0.0                 | 0.0                | nan                   | nan                 | 0.0           | 0.0             | 0.0             | 0.0           | nan                 | nan             | 0.0                  | 0.0               | nan            | nan             | nan               | 0.0            | 0.0                   | 0.0             | 0.0             | 0.0           | 0.0           | 0.0            | 0.0                 | nan            | nan           | nan                     | nan               | nan                   | nan           | nan          | nan                     | 0.0            | 0.0          | 0.0            | 0.0            | 0.0            | 0.0            | nan                 | 0.0             | nan                  | 0.0            | 0.0                          | nan               | 0.0                 | 0.0              | 0.0           | nan           | nan                | nan                | 0.0              | nan             | 0.0             | 0.0             | 0.0            | nan          | nan           | 0.0               | 0.0                    | nan             | nan             | nan                | 0.0                    | nan            | 0.0             | nan             | nan                | 0.0           | nan          | 0.0               | nan             | nan           | nan           | nan           | nan           | 0.0           | 0.0                 | 0.0                | nan          | nan             | nan              | nan           | nan                 | 0.0             | 0.0              | 0.0                | 0.0           | 0.0             | nan           | 0.0                    | nan           | 0.0             | nan          | nan           | 0.0                 | nan            | nan              | 0.0                     | nan             | nan               | nan            | 0.0            | nan           | 0.0      | 0.0128       | 0.0000  | 0.0       | 0.0      | 0.0         | 0.0      | 0.0      | 0.0            | 0.0       | 0.0         | 0.0          | 0.0        | 0.0       | 0.0      | 0.0       | 0.0          | 0.0       | 0.0         | 0.0       | 0.0     | 0.0       | 0.0          | 0.0      | nan       | nan       | 0.0     | 0.0        | 0.0     | 0.0       | 0.0          | 0.0      | nan       | 0.0      | 0.0      | 0.0          | 0.0      | 0.0         | nan         | 0.0         | 0.0      | 0.0     | 0.0        | 0.0           | 0.0                  | nan         | 0.0      | nan      | 0.0            | 0.0           | nan              | nan            | 0.0      | 0.0        | 0.0        | 0.0      | nan            | nan        | 0.0             | 0.0          | nan       | nan        | nan          | 0.0       | 0.0              | 0.0        | 0.0        | 0.0      | 0.0      | 0.0       | 0.0            | nan       | nan      | nan                | nan          | nan              | nan      | nan     | nan                | 0.0       | 0.0     | 0.0       | 0.0       | 0.0       | 0.0       | nan            | 0.0        | nan             | 0.0       | 0.0                     | nan          | 0.0            | 0.0         | 0.0      | nan      | nan           | nan           | 0.0         | nan        | 0.0        | 0.0        | 0.0       | nan     | nan      | 0.0          | 0.0               | nan        | nan        | nan           | 0.0               | nan       | 0.0        | nan        | nan           | 0.0      | nan     | 0.0          | nan        | nan      | nan      | nan      | nan      | 0.0      | 0.0            | 0.0           | nan     | nan        | nan         | nan      | nan            | 0.0        | 0.0         | 0.0           | 0.0      | 0.0        | nan      | 0.0               | nan      | 0.0        | nan     | nan      | 0.0            | nan       | nan         | 0.0                | nan        | nan          | nan       | 0.0       | nan      |
| 2.4379        | 2.0   | 58   | 2.0882          | 0.0001   | 0.0002        | 0.0024           | nan           | 0.0139            | 0.0          | 0.0            | 0.0           | 0.0              | 0.0           | 0.0003        | 0.0                 | 0.0            | 0.0              | 0.0               | 0.0             | 0.0            | 0.0           | 0.0            | 0.0               | 0.0            | 0.0              | 0.0            | 0.0          | 0.0            | 0.0               | 0.0           | nan            | nan            | 0.0          | 0.0             | 0.0          | 0.0            | 0.0               | 0.0           | nan            | 0.0           | 0.0           | 0.0               | 0.0           | 0.0              | nan              | 0.0              | 0.0           | 0.0          | 0.0             | 0.0                | 0.0                       | nan              | 0.0           | nan           | 0.0                 | 0.0                | nan                   | nan                 | 0.0           | 0.0             | 0.0             | 0.0           | nan                 | nan             | 0.0                  | 0.0               | nan            | nan             | nan               | 0.0            | 0.0                   | 0.0             | 0.0             | 0.0           | 0.0           | 0.0            | 0.0                 | nan            | nan           | nan                     | nan               | nan                   | nan           | nan          | nan                     | 0.0            | 0.0          | 0.0            | 0.0            | 0.0            | 0.0            | nan                 | 0.0             | nan                  | 0.0            | 0.0                          | nan               | 0.0                 | 0.0              | 0.0           | nan           | nan                | nan                | 0.0              | nan             | 0.0             | 0.0             | 0.0            | nan          | nan           | 0.0               | 0.0                    | nan             | nan             | nan                | 0.0                    | nan            | 0.0             | nan             | nan                | 0.0           | nan          | 0.0               | nan             | nan           | nan           | nan           | nan           | 0.0           | 0.0                 | 0.0                | nan          | nan             | nan              | nan           | nan                 | 0.0             | 0.0              | 0.0                | 0.0           | 0.0             | nan           | 0.0                    | nan           | 0.0             | nan          | nan           | 0.0                 | nan            | nan              | 0.0                     | nan             | nan               | nan            | 0.0            | nan           | 0.0      | 0.0094       | 0.0     | 0.0       | 0.0      | 0.0         | 0.0      | 0.0001   | 0.0            | 0.0       | 0.0         | 0.0          | 0.0        | 0.0       | 0.0      | 0.0       | 0.0          | 0.0       | 0.0         | 0.0       | 0.0     | 0.0       | 0.0          | 0.0      | 0.0       | nan       | 0.0     | 0.0        | 0.0     | 0.0       | 0.0          | 0.0      | nan       | 0.0      | 0.0      | 0.0          | 0.0      | 0.0         | nan         | 0.0         | 0.0      | 0.0     | 0.0        | 0.0           | 0.0                  | nan         | 0.0      | nan      | 0.0            | 0.0           | nan              | nan            | 0.0      | 0.0        | 0.0        | 0.0      | nan            | nan        | 0.0             | 0.0          | nan       | nan        | nan          | 0.0       | 0.0              | 0.0        | 0.0        | 0.0      | 0.0      | 0.0       | 0.0            | nan       | nan      | nan                | nan          | nan              | nan      | nan     | nan                | 0.0       | 0.0     | 0.0       | 0.0       | 0.0       | 0.0       | nan            | 0.0        | nan             | 0.0       | 0.0                     | nan          | 0.0            | 0.0         | 0.0      | nan      | nan           | nan           | 0.0         | nan        | 0.0        | 0.0        | 0.0       | nan     | nan      | 0.0          | 0.0               | nan        | nan        | nan           | 0.0               | nan       | 0.0        | nan        | nan           | 0.0      | nan     | 0.0          | nan        | nan      | nan      | nan      | nan      | 0.0      | 0.0            | 0.0           | nan     | nan        | nan         | nan      | nan            | 0.0        | 0.0         | 0.0           | 0.0      | 0.0        | nan      | 0.0               | nan      | 0.0        | nan     | nan      | 0.0            | nan       | nan         | 0.0                | nan        | nan          | nan       | 0.0       | nan      |
| 2.0889        | 3.0   | 87   | 1.8879          | 0.0001   | 0.0002        | 0.0030           | nan           | 0.0170            | 0.0          | 0.0            | 0.0           | 0.0              | 0.0           | 0.0004        | 0.0                 | 0.0            | 0.0              | 0.0               | 0.0             | 0.0            | 0.0           | 0.0            | 0.0029            | 0.0            | 0.0              | 0.0            | 0.0          | 0.0            | 0.0               | 0.0           | nan            | nan            | 0.0          | 0.0             | 0.0          | 0.0            | 0.0               | 0.0           | nan            | 0.0           | 0.0           | 0.0               | 0.0           | 0.0              | nan              | 0.0              | 0.0           | 0.0          | 0.0             | 0.0                | 0.0                       | nan              | 0.0           | nan           | 0.0                 | 0.0                | nan                   | nan                 | 0.0           | 0.0             | 0.0             | 0.0           | nan                 | nan             | 0.0                  | 0.0               | nan            | nan             | nan               | 0.0            | 0.0                   | 0.0             | 0.0             | 0.0           | 0.0           | 0.0            | 0.0                 | nan            | nan           | nan                     | nan               | nan                   | nan           | nan          | nan                     | 0.0            | 0.0          | 0.0            | 0.0            | 0.0            | 0.0            | nan                 | 0.0             | nan                  | 0.0            | 0.0                          | nan               | 0.0                 | 0.0              | 0.0           | nan           | nan                | nan                | 0.0              | nan             | 0.0             | 0.0             | 0.0            | nan          | nan           | 0.0               | 0.0                    | nan             | nan             | nan                | 0.0                    | nan            | 0.0             | nan             | nan                | 0.0           | nan          | 0.0               | nan             | nan           | nan           | nan           | nan           | 0.0           | 0.0                 | 0.0                | nan          | nan             | nan              | nan           | nan                 | 0.0             | 0.0              | 0.0                | 0.0           | 0.0             | nan           | 0.0                    | nan           | 0.0             | nan          | nan           | 0.0                 | nan            | nan              | 0.0                     | nan             | nan               | nan            | 0.0            | nan           | 0.0      | 0.0101       | 0.0     | 0.0       | 0.0      | 0.0         | 0.0      | 0.0002   | 0.0            | 0.0       | 0.0         | 0.0          | 0.0        | 0.0       | 0.0      | 0.0       | 0.0025       | 0.0       | 0.0         | 0.0       | 0.0     | 0.0       | 0.0          | 0.0      | nan       | nan       | 0.0     | 0.0        | 0.0     | 0.0       | 0.0          | 0.0      | nan       | 0.0      | 0.0      | 0.0          | 0.0      | 0.0         | nan         | 0.0         | 0.0      | 0.0     | 0.0        | 0.0           | 0.0                  | nan         | 0.0      | nan      | 0.0            | 0.0           | nan              | nan            | 0.0      | 0.0        | 0.0        | 0.0      | nan            | nan        | 0.0             | 0.0          | nan       | nan        | nan          | 0.0       | 0.0              | 0.0        | 0.0        | 0.0      | 0.0      | 0.0       | 0.0            | nan       | nan      | nan                | nan          | nan              | nan      | nan     | nan                | 0.0       | 0.0     | 0.0       | 0.0       | 0.0       | 0.0       | nan            | 0.0        | nan             | 0.0       | 0.0                     | nan          | 0.0            | 0.0         | 0.0      | nan      | nan           | nan           | 0.0         | nan        | 0.0        | 0.0        | 0.0       | nan     | nan      | 0.0          | 0.0               | nan        | nan        | nan           | 0.0               | nan       | 0.0        | nan        | nan           | 0.0      | nan     | 0.0          | nan        | nan      | nan      | nan      | nan      | 0.0      | 0.0            | 0.0           | nan     | nan        | nan         | nan      | nan            | 0.0        | 0.0         | 0.0           | 0.0      | 0.0        | nan      | 0.0               | nan      | 0.0        | nan     | nan      | 0.0            | nan       | nan         | 0.0                | nan        | nan          | nan       | 0.0       | nan      |
| 1.965         | 4.0   | 116  | 1.8387          | 0.0002   | 0.0003        | 0.0034           | nan           | 0.0184            | 0.0          | 0.0            | 0.0           | 0.0              | 0.0           | 0.0006        | 0.0                 | 0.0            | 0.0              | 0.0               | 0.0             | 0.0            | 0.0           | 0.0            | 0.0128            | 0.0            | 0.0              | 0.0            | 0.0          | 0.0            | 0.0               | 0.0           | nan            | nan            | 0.0          | 0.0             | 0.0          | 0.0            | 0.0               | 0.0           | nan            | 0.0           | 0.0           | 0.0               | 0.0           | 0.0              | nan              | 0.0              | 0.0           | 0.0          | 0.0             | 0.0                | 0.0                       | nan              | 0.0           | nan           | 0.0                 | 0.0                | nan                   | nan                 | 0.0           | 0.0             | 0.0             | 0.0           | nan                 | nan             | 0.0                  | 0.0               | nan            | nan             | nan               | 0.0            | 0.0                   | 0.0             | 0.0             | 0.0           | 0.0           | 0.0            | 0.0                 | nan            | nan           | nan                     | nan               | nan                   | nan           | nan          | nan                     | 0.0            | 0.0          | 0.0            | 0.0            | 0.0            | 0.0            | nan                 | 0.0             | nan                  | 0.0            | 0.0                          | nan               | 0.0                 | 0.0              | 0.0           | nan           | nan                | nan                | 0.0              | nan             | 0.0             | 0.0             | 0.0            | nan          | nan           | 0.0               | 0.0                    | nan             | nan             | nan                | 0.0                    | nan            | 0.0             | nan             | nan                | 0.0           | nan          | 0.0               | nan             | nan           | nan           | nan           | nan           | 0.0           | 0.0                 | 0.0                | nan          | nan             | nan              | nan           | nan                 | 0.0             | 0.0              | 0.0                | 0.0           | 0.0             | nan           | 0.0                    | nan           | 0.0             | nan          | nan           | 0.0                 | nan            | nan              | 0.0                     | nan             | nan               | nan            | 0.0            | nan           | 0.0      | 0.0116       | 0.0     | 0.0       | 0.0      | 0.0         | 0.0      | 0.0003   | 0.0            | 0.0       | 0.0         | 0.0          | 0.0        | 0.0       | 0.0      | 0.0       | 0.0101       | 0.0       | 0.0         | 0.0       | 0.0     | 0.0       | 0.0          | 0.0      | 0.0       | nan       | 0.0     | 0.0        | 0.0     | 0.0       | 0.0          | 0.0      | nan       | 0.0      | 0.0      | 0.0          | 0.0      | 0.0         | nan         | 0.0         | 0.0      | 0.0     | 0.0        | 0.0           | 0.0                  | nan         | 0.0      | nan      | 0.0            | 0.0           | nan              | nan            | 0.0      | 0.0        | 0.0        | 0.0      | nan            | nan        | 0.0             | 0.0          | nan       | nan        | nan          | 0.0       | 0.0              | 0.0        | 0.0        | 0.0      | 0.0      | 0.0       | 0.0            | nan       | nan      | nan                | nan          | nan              | nan      | nan     | nan                | 0.0       | 0.0     | 0.0       | 0.0       | 0.0       | 0.0       | nan            | 0.0        | nan             | 0.0       | 0.0                     | nan          | 0.0            | 0.0         | 0.0      | nan      | nan           | nan           | 0.0         | nan        | 0.0        | 0.0        | 0.0       | nan     | nan      | 0.0          | 0.0               | nan        | nan        | nan           | 0.0               | nan       | 0.0        | nan        | nan           | 0.0      | nan     | 0.0          | nan        | nan      | nan      | nan      | nan      | 0.0      | 0.0            | 0.0           | nan     | nan        | nan         | nan      | nan            | 0.0        | 0.0         | 0.0           | 0.0      | 0.0        | nan      | 0.0               | nan      | 0.0        | nan     | nan      | 0.0            | nan       | nan         | 0.0                | nan        | nan          | nan       | 0.0       | nan      |
| 1.8371        | 5.0   | 145  | 1.8279          | 0.0003   | 0.0004        | 0.0038           | nan           | 0.0205            | 0.0          | 0.0            | 0.0           | 0.0              | 0.0           | 0.0005        | 0.0                 | 0.0            | 0.0              | 0.0               | 0.0             | 0.0            | 0.0           | 0.0            | 0.0161            | 0.0            | 0.0              | 0.0            | 0.0          | 0.0            | 0.0               | 0.0           | nan            | nan            | 0.0          | 0.0             | 0.0          | 0.0            | 0.0               | 0.0           | nan            | 0.0           | 0.0           | 0.0               | 0.0           | 0.0              | nan              | 0.0              | 0.0           | 0.0          | 0.0             | 0.0                | 0.0                       | nan              | 0.0           | nan           | 0.0                 | 0.0                | nan                   | nan                 | 0.0           | 0.0             | 0.0             | 0.0           | nan                 | nan             | 0.0                  | 0.0               | nan            | nan             | nan               | 0.0            | 0.0                   | 0.0             | 0.0             | 0.0           | 0.0           | 0.0            | 0.0                 | nan            | nan           | nan                     | nan               | nan                   | nan           | nan          | nan                     | 0.0            | 0.0          | 0.0            | 0.0            | 0.0            | 0.0            | nan                 | 0.0             | nan                  | 0.0            | 0.0                          | nan               | 0.0                 | 0.0              | 0.0           | nan           | nan                | nan                | 0.0              | nan             | 0.0             | 0.0             | 0.0            | nan          | nan           | 0.0               | 0.0                    | nan             | nan             | nan                | 0.0                    | nan            | 0.0             | nan             | nan                | 0.0           | nan          | 0.0               | nan             | nan           | nan           | nan           | nan           | 0.0           | 0.0                 | 0.0                | nan          | nan             | nan              | nan           | nan                 | 0.0             | 0.0              | 0.0                | 0.0           | 0.0             | nan           | 0.0                    | nan           | 0.0             | nan          | nan           | 0.0                 | nan            | nan              | 0.0                     | nan             | nan               | nan            | 0.0            | nan           | 0.0      | 0.0129       | 0.0     | 0.0       | 0.0      | 0.0         | 0.0      | 0.0002   | 0.0            | 0.0       | 0.0         | 0.0          | 0.0        | 0.0       | 0.0      | 0.0       | 0.0121       | 0.0       | 0.0         | 0.0       | 0.0     | 0.0       | 0.0          | 0.0      | 0.0       | nan       | 0.0     | 0.0        | 0.0     | 0.0       | 0.0          | 0.0      | nan       | 0.0      | 0.0      | 0.0          | 0.0      | 0.0         | nan         | 0.0         | 0.0      | 0.0     | 0.0        | 0.0           | 0.0                  | nan         | 0.0      | nan      | 0.0            | 0.0           | nan              | nan            | 0.0      | 0.0        | 0.0        | 0.0      | nan            | nan        | 0.0             | 0.0          | nan       | nan        | nan          | 0.0       | 0.0              | 0.0        | 0.0        | 0.0      | 0.0      | 0.0       | 0.0            | nan       | nan      | nan                | nan          | nan              | nan      | nan     | nan                | 0.0       | 0.0     | 0.0       | 0.0       | 0.0       | 0.0       | nan            | 0.0        | nan             | 0.0       | 0.0                     | nan          | 0.0            | 0.0         | 0.0      | nan      | nan           | nan           | 0.0         | nan        | 0.0        | 0.0        | 0.0       | nan     | nan      | 0.0          | 0.0               | nan        | nan        | nan           | 0.0               | nan       | 0.0        | nan        | nan           | 0.0      | nan     | 0.0          | nan        | nan      | nan      | nan      | nan      | 0.0      | 0.0            | 0.0           | nan     | nan        | nan         | nan      | nan            | 0.0        | 0.0         | 0.0           | 0.0      | 0.0        | nan      | 0.0               | nan      | 0.0        | nan     | nan      | 0.0            | nan       | nan         | 0.0                | nan        | nan          | nan       | 0.0       | nan      |


### Framework versions

- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.0.0
- Datasets 2.15.0
- Tokenizers 0.15.0