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Open-weight model · Text generation

arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10

by Francesca Padovani fpadovani/arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10

This model is a fine-tuned version of fpadovani/arb-arab-100mb-ppt-shuff-dyck-100mbseed10. It has been trained using TRL. This model was trained with SFT.

Parameters125M
Context
Weights7.0 GB
License
AccessOpen weights
Monthly Downloads

Runs On

What it takes to serve arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10 (125M parameters): the memory its weights need at each precision, and the cheapest way to rent enough data-center GPUs to hold them.

PrecisionWeightsMemory neededCheapest setupPer hourAlso fits
16-bit 0.2 GB 0.3 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
8-bit 0.1 GB 0.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00
4-bit 0.1 GB 0.1 GB 1x MI300X (192 GB)
Vultr
$1.85 1x H100 $1.99 · 1x MI325X $2.00

Memory is the weights at that precision plus 20% for the runtime and a short context; a long context needs more. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Sep 18, 2026.

Model Card

This model is a fine-tuned version of fpadovani/arb-arab-100mb-ppt-shuff-dyck-100mbseed10. It has been trained using TRL. This model was trained with SFT.

Excerpt from the card by Francesca Padovani.

Configuration

Architecture
GPT2LMHeadModel
Vocabulary size
51,200
Model type
gpt2

Identity and Version

Repository
fpadovani/arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10
Publisher
Francesca Padovani
Task
Text generation
Modality
Text
Library
transformers
Parameters
125M parameters
Languages
sft, trl
Revision
69049c0d002afab785d4245a26ac2548b0382b98
First published
2026-09-18
Last updated
2026-09-18

Files and Weights

280 files, 7.1 GB in total. The weights are 83 files totalling 7.0 GB in bin, pth, safetensors.

Weights83 files · 7.0 GB
Configuration139 files · 86.9 MB
Tokenizer56 files · 42.7 MB
Documentation1 file · 1.9 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
checkpoint-100000/model.safetensorsWeights249.6 MB d682d28a1cac
checkpoint-100000/rng_state.pthWeights14.6 KB ac6d59aec0c3
checkpoint-100000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-104000/model.safetensorsWeights249.6 MB 130600258694
checkpoint-104000/rng_state.pthWeights14.6 KB c9f8061b2b57
checkpoint-104000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-106890/model.safetensorsWeights249.6 MB 63293cf2f7bc
checkpoint-106890/rng_state.pthWeights14.6 KB ed4c6c956374
checkpoint-106890/training_args.binWeights6.4 KB c53627f7666a
checkpoint-12000/model.safetensorsWeights249.6 MB c920a2554d4a
checkpoint-12000/rng_state.pthWeights14.6 KB c7fab474e751
checkpoint-12000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-16000/model.safetensorsWeights249.6 MB d31717cd9e5b
checkpoint-16000/rng_state.pthWeights14.6 KB 441e3a628fe5
checkpoint-16000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-20000/model.safetensorsWeights249.6 MB 0d665ea4fcf9
checkpoint-20000/rng_state.pthWeights14.6 KB 2ce568602dd6
checkpoint-20000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-24000/model.safetensorsWeights249.6 MB 7f6a9ed69eaf
checkpoint-24000/rng_state.pthWeights14.6 KB 7cd6a7618367
checkpoint-24000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-28000/model.safetensorsWeights249.6 MB a3f79c481e89
checkpoint-28000/rng_state.pthWeights14.6 KB cb1aa4f1a127
checkpoint-28000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-32000/model.safetensorsWeights249.6 MB 65602dabf9d0
checkpoint-32000/rng_state.pthWeights14.6 KB cbdc71090d02
checkpoint-32000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-36000/model.safetensorsWeights249.6 MB f4cd6d47547b
checkpoint-36000/rng_state.pthWeights14.6 KB 39de1e3d5f4f
checkpoint-36000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-4000/model.safetensorsWeights249.6 MB 5f3865577e2f
checkpoint-4000/rng_state.pthWeights14.6 KB 08dfb8e5c33b
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checkpoint-40000/rng_state.pthWeights14.6 KB 1323b419ecf7
checkpoint-40000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-44000/model.safetensorsWeights249.6 MB 544f17e82b64
checkpoint-44000/rng_state.pthWeights14.6 KB 1f546be62d3b
checkpoint-44000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-48000/model.safetensorsWeights249.6 MB 92a43a0cf672
checkpoint-48000/rng_state.pthWeights14.6 KB 8d00e5222c02
checkpoint-48000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-52000/model.safetensorsWeights249.6 MB be598a99a5d8
checkpoint-52000/rng_state.pthWeights14.6 KB 196b2098665e
checkpoint-52000/training_args.binWeights6.4 KB c53627f7666a
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checkpoint-56000/rng_state.pthWeights14.6 KB bfc7fb7021ce
checkpoint-56000/training_args.binWeights6.4 KB c53627f7666a
checkpoint-60000/model.safetensorsWeights249.6 MB b731d221e7cc
checkpoint-60000/rng_state.pthWeights14.6 KB 840b874a686b
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checkpoint-72000/rng_state.pthWeights14.6 KB 7add0ba713e3
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checkpoint-76000/rng_state.pthWeights14.6 KB a98b3ad243f2
checkpoint-76000/training_args.binWeights6.4 KB c53627f7666a
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checkpoint-80000/training_args.binWeights6.4 KB c53627f7666a
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checkpoint-84000/rng_state.pthWeights14.6 KB 3f6be0ac2a5c
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checkpoint-20000/special_tokens_map.jsonConfiguration22.6 KB
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checkpoint-28000/generation_config.jsonConfiguration154 B
checkpoint-28000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-28000/trainer_state.jsonConfiguration1.6 MB
checkpoint-32000/added_tokens.jsonConfiguration27.7 KB
checkpoint-32000/config.jsonConfiguration803 B
checkpoint-32000/generation_config.jsonConfiguration154 B
checkpoint-32000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-32000/trainer_state.jsonConfiguration1.8 MB
checkpoint-36000/added_tokens.jsonConfiguration27.7 KB
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checkpoint-36000/special_tokens_map.jsonConfiguration22.6 KB
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checkpoint-4000/special_tokens_map.jsonConfiguration22.6 KB
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checkpoint-40000/added_tokens.jsonConfiguration27.7 KB
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checkpoint-40000/generation_config.jsonConfiguration154 B
checkpoint-40000/special_tokens_map.jsonConfiguration22.6 KB
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checkpoint-44000/added_tokens.jsonConfiguration27.7 KB
checkpoint-44000/config.jsonConfiguration803 B
checkpoint-44000/generation_config.jsonConfiguration154 B
checkpoint-44000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-44000/trainer_state.jsonConfiguration2.5 MB
checkpoint-48000/added_tokens.jsonConfiguration27.7 KB
checkpoint-48000/config.jsonConfiguration803 B
checkpoint-48000/generation_config.jsonConfiguration154 B
checkpoint-48000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-48000/trainer_state.jsonConfiguration2.7 MB
checkpoint-52000/added_tokens.jsonConfiguration27.7 KB
checkpoint-52000/config.jsonConfiguration803 B
checkpoint-52000/generation_config.jsonConfiguration154 B
checkpoint-52000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-52000/trainer_state.jsonConfiguration2.9 MB
checkpoint-56000/added_tokens.jsonConfiguration27.7 KB
checkpoint-56000/config.jsonConfiguration803 B
checkpoint-56000/generation_config.jsonConfiguration154 B
checkpoint-56000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-56000/trainer_state.jsonConfiguration3.2 MB
checkpoint-60000/added_tokens.jsonConfiguration27.7 KB
checkpoint-60000/config.jsonConfiguration803 B
checkpoint-60000/generation_config.jsonConfiguration154 B
checkpoint-60000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-60000/trainer_state.jsonConfiguration3.4 MB
checkpoint-64000/added_tokens.jsonConfiguration27.7 KB
checkpoint-64000/config.jsonConfiguration803 B
checkpoint-64000/generation_config.jsonConfiguration154 B
checkpoint-64000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-64000/trainer_state.jsonConfiguration3.6 MB
checkpoint-68000/added_tokens.jsonConfiguration27.7 KB
checkpoint-68000/config.jsonConfiguration803 B
checkpoint-68000/generation_config.jsonConfiguration154 B
checkpoint-68000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-68000/trainer_state.jsonConfiguration3.8 MB
checkpoint-72000/added_tokens.jsonConfiguration27.7 KB
checkpoint-72000/config.jsonConfiguration803 B
checkpoint-72000/generation_config.jsonConfiguration154 B
checkpoint-72000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-72000/trainer_state.jsonConfiguration4.1 MB
checkpoint-76000/added_tokens.jsonConfiguration27.7 KB
checkpoint-76000/config.jsonConfiguration803 B
checkpoint-76000/generation_config.jsonConfiguration154 B
checkpoint-76000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-76000/trainer_state.jsonConfiguration4.3 MB
checkpoint-8000/added_tokens.jsonConfiguration27.7 KB
checkpoint-8000/config.jsonConfiguration803 B
checkpoint-8000/generation_config.jsonConfiguration154 B
checkpoint-8000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-8000/trainer_state.jsonConfiguration449.7 KB
checkpoint-80000/added_tokens.jsonConfiguration27.7 KB
checkpoint-80000/config.jsonConfiguration803 B
checkpoint-80000/generation_config.jsonConfiguration154 B
checkpoint-80000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-80000/trainer_state.jsonConfiguration4.5 MB
checkpoint-84000/added_tokens.jsonConfiguration27.7 KB
checkpoint-84000/config.jsonConfiguration803 B
checkpoint-84000/generation_config.jsonConfiguration154 B
checkpoint-84000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-84000/trainer_state.jsonConfiguration4.8 MB
checkpoint-88000/added_tokens.jsonConfiguration27.7 KB
checkpoint-88000/config.jsonConfiguration803 B
checkpoint-88000/generation_config.jsonConfiguration154 B
checkpoint-88000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-88000/trainer_state.jsonConfiguration5.0 MB
checkpoint-92000/added_tokens.jsonConfiguration27.7 KB
checkpoint-92000/config.jsonConfiguration803 B
checkpoint-92000/generation_config.jsonConfiguration154 B
checkpoint-92000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-92000/trainer_state.jsonConfiguration5.2 MB
checkpoint-96000/added_tokens.jsonConfiguration27.7 KB
checkpoint-96000/config.jsonConfiguration803 B
checkpoint-96000/generation_config.jsonConfiguration154 B
checkpoint-96000/special_tokens_map.jsonConfiguration22.6 KB
checkpoint-96000/trainer_state.jsonConfiguration5.4 MB
config.jsonConfiguration803 B
generation_config.jsonConfiguration154 B
special_tokens_map.jsonConfiguration22.6 KB
README.mdDocumentation1.9 KB
.gitattributesRepository1.5 KB
checkpoint-100000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-100000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-104000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-104000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-106890/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-106890/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-12000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-12000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-16000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-16000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-20000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-20000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-24000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-24000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-28000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-28000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-32000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-32000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-36000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-36000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-4000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-4000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-40000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-40000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-44000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-44000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-48000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-48000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-52000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-52000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-56000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-56000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-60000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-60000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-64000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-64000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-68000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-68000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-72000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-72000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-76000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-76000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-8000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-8000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-80000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-80000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-84000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-84000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-88000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-88000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-92000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-92000/tokenizer_config.jsonTokenizer233.9 KB
checkpoint-96000/spiece.modelTokenizer1.3 MB 9689bcf676e0
checkpoint-96000/tokenizer_config.jsonTokenizer233.9 KB
spiece.modelTokenizer1.3 MB 9689bcf676e0
tokenizer_config.jsonTokenizer233.9 KB

License and Download

License
Not stated by the source
Access
Open weights, no gate
Download size
7.0 GB
Download from Francesca Padovani

Released by Francesca Padovani through its official repository on Hugging Face.

Built From

  • Derived from fpadovani/arb-arab-100mb-ppt-shuff-dyck-100mb_seed10

Memory Requirements

PrecisionWeights in memory
As published7.0 GB
16-bit0.2 GB
8-bit0.1 GB
4-bit0.1 GB

Weights only, from the published parameter count; the key-value cache and runtime add to this.

Questions About arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10

How much GPU memory does arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10 need?

About 0.3 GB at 16-bit and 0.1 GB at 4-bit: the weights (125M parameters) plus a working margin. A long context needs more.

What is the cheapest GPU to run arb-arab-100mb-after-ppt-shuff-dyck-100mb-ckpt500_seed10 on?

At 16-bit, 1x MI300X from $1.85 an hour; at 4-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand prices the SAVRN Index lists.

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