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Open-weight model · Text generation
by Francesca Padovani francesca9805/rus-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed10
rus-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed10 is an open-weight model for text generation from Francesca Padovani. It has 125M parameters. At 16-bit it needs about 0.3 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.
This model is a fine-tuned version of francesca9805/ppt-wc-zipf-newlex-rus-before-100mb-packed-bfdisoseed10. It has been trained using TRL. This model was trained with SFT.
What it takes to serve rus-100mb-after-wc-zipf-newlex-before-ckpt500-packed-bfdiso_seed10 (125M parameters): the memory its weights need at each precision, and the cheapest way to rent enough data-center GPUs to hold them.
| Precision | Weights | Memory needed | Cheapest setup | Per hour | Also 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 Oct 19, 2026.
This model is a fine-tuned version of francesca9805/ppt-wc-zipf-newlex-rus-before-100mb-packed-bfdisoseed10. It has been trained using TRL. This model was trained with SFT.
Excerpt from the card by Francesca Padovani.
400 files, 10.2 GB in total. The weights are 119 files totalling 10.0 GB in bin, pth, safetensors.
| File | Type | Size | SHA-256 |
|---|---|---|---|
| checkpoint-102000/model.safetensors | Weights | 249.6 MB | f8cfa6e6d881 |
| checkpoint-102000/rng_state.pth | Weights | 14.6 KB | 21297c756c7c |
| checkpoint-102000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-105000/model.safetensors | Weights | 249.6 MB | ceb794557545 |
| checkpoint-105000/rng_state.pth | Weights | 14.6 KB | 9456ec5c58b2 |
| checkpoint-105000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-108000/model.safetensors | Weights | 249.6 MB | d356b56d6c6a |
| checkpoint-108000/rng_state.pth | Weights | 14.6 KB | 0f736cd45e4b |
| checkpoint-108000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-111000/model.safetensors | Weights | 249.6 MB | 9135f93ca035 |
| checkpoint-111000/rng_state.pth | Weights | 14.6 KB | 617dd81e46f9 |
| checkpoint-111000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-114000/model.safetensors | Weights | 249.6 MB | 757975746c2c |
| checkpoint-114000/rng_state.pth | Weights | 14.6 KB | fed240933f71 |
| checkpoint-114000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-114420/model.safetensors | Weights | 249.6 MB | b3d5a0ca69d1 |
| checkpoint-114420/rng_state.pth | Weights | 14.6 KB | 8509ea415cd5 |
| checkpoint-114420/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-12000/model.safetensors | Weights | 249.6 MB | 0fffc69f473b |
| checkpoint-12000/rng_state.pth | Weights | 14.6 KB | e82c45dbaf4a |
| checkpoint-12000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-15000/model.safetensors | Weights | 249.6 MB | 64780bd260d7 |
| checkpoint-15000/rng_state.pth | Weights | 14.6 KB | b471b39a7b85 |
| checkpoint-15000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-18000/model.safetensors | Weights | 249.6 MB | 6b8de8a7212e |
| checkpoint-18000/rng_state.pth | Weights | 14.6 KB | 9ce6bd5ccd89 |
| checkpoint-18000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-21000/model.safetensors | Weights | 249.6 MB | 0181d919ada4 |
| checkpoint-21000/rng_state.pth | Weights | 14.6 KB | 3b0d99d0fb95 |
| checkpoint-21000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-24000/model.safetensors | Weights | 249.6 MB | 5c0de2aa58a6 |
| checkpoint-24000/rng_state.pth | Weights | 14.6 KB | 54642e7ce69f |
| checkpoint-24000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-27000/model.safetensors | Weights | 249.6 MB | 93e66fbcab78 |
| checkpoint-27000/rng_state.pth | Weights | 14.6 KB | ae438f1a0f56 |
| checkpoint-27000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-3000/model.safetensors | Weights | 249.6 MB | 66a62650ca77 |
| checkpoint-3000/rng_state.pth | Weights | 14.6 KB | 43d736f4ba84 |
| checkpoint-3000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-30000/model.safetensors | Weights | 249.6 MB | e98e9171c142 |
| checkpoint-30000/rng_state.pth | Weights | 14.6 KB | 43029c5ba3b7 |
| checkpoint-30000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-33000/model.safetensors | Weights | 249.6 MB | 5876dd9fb9e7 |
| checkpoint-33000/rng_state.pth | Weights | 14.6 KB | fcb69ae52f87 |
| checkpoint-33000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-36000/model.safetensors | Weights | 249.6 MB | 73d4237aa03f |
| checkpoint-36000/rng_state.pth | Weights | 14.6 KB | 282aa9e1f268 |
| checkpoint-36000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-39000/model.safetensors | Weights | 249.6 MB | f81c7dd272b4 |
| checkpoint-39000/rng_state.pth | Weights | 14.6 KB | 660827e355e5 |
| checkpoint-39000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-42000/model.safetensors | Weights | 249.6 MB | 7f1e1c36ce17 |
| checkpoint-42000/rng_state.pth | Weights | 14.6 KB | fd3e72e72dc4 |
| checkpoint-42000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-45000/model.safetensors | Weights | 249.6 MB | a2c4d643b268 |
| checkpoint-45000/rng_state.pth | Weights | 14.6 KB | 797fd73e81dc |
| checkpoint-45000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-48000/model.safetensors | Weights | 249.6 MB | 7b3f3581328b |
| checkpoint-48000/rng_state.pth | Weights | 14.6 KB | 8baf03dbb92b |
| checkpoint-48000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-51000/model.safetensors | Weights | 249.6 MB | f9fc1c1c6f02 |
| checkpoint-51000/rng_state.pth | Weights | 14.6 KB | 3517a5bb9d3d |
| checkpoint-51000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-54000/model.safetensors | Weights | 249.6 MB | 36c2f2d98e14 |
| checkpoint-54000/rng_state.pth | Weights | 14.6 KB | 8f749def6379 |
| checkpoint-54000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-57000/model.safetensors | Weights | 249.6 MB | b42b4fe80504 |
| checkpoint-57000/rng_state.pth | Weights | 14.6 KB | 607e3980351c |
| checkpoint-57000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-6000/model.safetensors | Weights | 249.6 MB | cd33f84dc066 |
| checkpoint-6000/rng_state.pth | Weights | 14.6 KB | c8c2b6a8df57 |
| checkpoint-6000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-60000/model.safetensors | Weights | 249.6 MB | 5c9da57343b8 |
| checkpoint-60000/rng_state.pth | Weights | 14.6 KB | 933e1bcdc307 |
| checkpoint-60000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-63000/model.safetensors | Weights | 249.6 MB | f703cbd94ef2 |
| checkpoint-63000/rng_state.pth | Weights | 14.6 KB | bc7c5def5a0e |
| checkpoint-63000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-66000/model.safetensors | Weights | 249.6 MB | faf78980b26b |
| checkpoint-66000/rng_state.pth | Weights | 14.6 KB | dca73a8f7cd1 |
| checkpoint-66000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-69000/model.safetensors | Weights | 249.6 MB | a639d1bd412f |
| checkpoint-69000/rng_state.pth | Weights | 14.6 KB | 38fc7d9afee8 |
| checkpoint-69000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-72000/model.safetensors | Weights | 249.6 MB | cc817a735aff |
| checkpoint-72000/rng_state.pth | Weights | 14.6 KB | efbaf28cee78 |
| checkpoint-72000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-75000/model.safetensors | Weights | 249.6 MB | 3d9b9c37979a |
| checkpoint-75000/rng_state.pth | Weights | 14.6 KB | e69832fc9480 |
| checkpoint-75000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-78000/model.safetensors | Weights | 249.6 MB | ef23271e0f35 |
| checkpoint-78000/rng_state.pth | Weights | 14.6 KB | 64c65219c779 |
| checkpoint-78000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-81000/model.safetensors | Weights | 249.6 MB | 76a6680a2204 |
| checkpoint-81000/rng_state.pth | Weights | 14.6 KB | b8102cd412a2 |
| checkpoint-81000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-84000/model.safetensors | Weights | 249.6 MB | 19e813f0e2d0 |
| checkpoint-84000/rng_state.pth | Weights | 14.6 KB | 54e092d9fe62 |
| checkpoint-84000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-87000/model.safetensors | Weights | 249.6 MB | 7872290c5981 |
| checkpoint-87000/rng_state.pth | Weights | 14.6 KB | 3af2a205037c |
| checkpoint-87000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-9000/model.safetensors | Weights | 249.6 MB | 2b6778facf0c |
| checkpoint-9000/rng_state.pth | Weights | 14.6 KB | 06b87b578c9f |
| checkpoint-9000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-90000/model.safetensors | Weights | 249.6 MB | 7e28f2bfed6f |
| checkpoint-90000/rng_state.pth | Weights | 14.6 KB | 8fa7bc4ebfc2 |
| checkpoint-90000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-93000/model.safetensors | Weights | 249.6 MB | b6b6ba783d9f |
| checkpoint-93000/rng_state.pth | Weights | 14.6 KB | 4b8f5ca9ed1b |
| checkpoint-93000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-96000/model.safetensors | Weights | 249.6 MB | 701a07406ce5 |
| checkpoint-96000/rng_state.pth | Weights | 14.6 KB | 97816d1295c6 |
| checkpoint-96000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| checkpoint-99000/model.safetensors | Weights | 249.6 MB | 0c3eaf10e4a5 |
| checkpoint-99000/rng_state.pth | Weights | 14.6 KB | 65f179ff2edf |
| checkpoint-99000/training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| model.safetensors | Weights | 249.6 MB | b3d5a0ca69d1 |
| training_args.bin | Weights | 6.4 KB | 4e25b7015599 |
| added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-102000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-102000/config.json | Configuration | 803 B | — |
| checkpoint-102000/generation_config.json | Configuration | 172 B | — |
| checkpoint-102000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-102000/trainer_state.json | Configuration | 5.8 MB | — |
| checkpoint-105000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-105000/config.json | Configuration | 803 B | — |
| checkpoint-105000/generation_config.json | Configuration | 172 B | — |
| checkpoint-105000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-105000/trainer_state.json | Configuration | 5.9 MB | — |
| checkpoint-108000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-108000/config.json | Configuration | 803 B | — |
| checkpoint-108000/generation_config.json | Configuration | 172 B | — |
| checkpoint-108000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-108000/trainer_state.json | Configuration | 6.1 MB | — |
| checkpoint-111000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-111000/config.json | Configuration | 803 B | — |
| checkpoint-111000/generation_config.json | Configuration | 172 B | — |
| checkpoint-111000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-111000/trainer_state.json | Configuration | 6.3 MB | — |
| checkpoint-114000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-114000/config.json | Configuration | 803 B | — |
| checkpoint-114000/generation_config.json | Configuration | 172 B | — |
| checkpoint-114000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-114000/trainer_state.json | Configuration | 6.5 MB | — |
| checkpoint-114420/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-114420/config.json | Configuration | 803 B | — |
| checkpoint-114420/generation_config.json | Configuration | 172 B | — |
| checkpoint-114420/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-114420/trainer_state.json | Configuration | 6.5 MB | — |
| checkpoint-12000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-12000/config.json | Configuration | 803 B | — |
| checkpoint-12000/generation_config.json | Configuration | 172 B | — |
| checkpoint-12000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-12000/trainer_state.json | Configuration | 676.1 KB | — |
| checkpoint-15000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-15000/config.json | Configuration | 803 B | — |
| checkpoint-15000/generation_config.json | Configuration | 172 B | — |
| checkpoint-15000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-15000/trainer_state.json | Configuration | 846.0 KB | — |
| checkpoint-18000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-18000/config.json | Configuration | 803 B | — |
| checkpoint-18000/generation_config.json | Configuration | 172 B | — |
| checkpoint-18000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-18000/trainer_state.json | Configuration | 1.0 MB | — |
| checkpoint-21000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-21000/config.json | Configuration | 803 B | — |
| checkpoint-21000/generation_config.json | Configuration | 172 B | — |
| checkpoint-21000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-21000/trainer_state.json | Configuration | 1.2 MB | — |
| checkpoint-24000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-24000/config.json | Configuration | 803 B | — |
| checkpoint-24000/generation_config.json | Configuration | 172 B | — |
| checkpoint-24000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-24000/trainer_state.json | Configuration | 1.4 MB | — |
| checkpoint-27000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-27000/config.json | Configuration | 803 B | — |
| checkpoint-27000/generation_config.json | Configuration | 172 B | — |
| checkpoint-27000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-27000/trainer_state.json | Configuration | 1.5 MB | — |
| checkpoint-3000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-3000/config.json | Configuration | 803 B | — |
| checkpoint-3000/generation_config.json | Configuration | 172 B | — |
| checkpoint-3000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-3000/trainer_state.json | Configuration | 168.3 KB | — |
| checkpoint-30000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-30000/config.json | Configuration | 803 B | — |
| checkpoint-30000/generation_config.json | Configuration | 172 B | — |
| checkpoint-30000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-30000/trainer_state.json | Configuration | 1.7 MB | — |
| checkpoint-33000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-33000/config.json | Configuration | 803 B | — |
| checkpoint-33000/generation_config.json | Configuration | 172 B | — |
| checkpoint-33000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-33000/trainer_state.json | Configuration | 1.9 MB | — |
| checkpoint-36000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-36000/config.json | Configuration | 803 B | — |
| checkpoint-36000/generation_config.json | Configuration | 172 B | — |
| checkpoint-36000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-36000/trainer_state.json | Configuration | 2.0 MB | — |
| checkpoint-39000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-39000/config.json | Configuration | 803 B | — |
| checkpoint-39000/generation_config.json | Configuration | 172 B | — |
| checkpoint-39000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-39000/trainer_state.json | Configuration | 2.2 MB | — |
| checkpoint-42000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-42000/config.json | Configuration | 803 B | — |
| checkpoint-42000/generation_config.json | Configuration | 172 B | — |
| checkpoint-42000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-42000/trainer_state.json | Configuration | 2.4 MB | — |
| checkpoint-45000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-45000/config.json | Configuration | 803 B | — |
| checkpoint-45000/generation_config.json | Configuration | 172 B | — |
| checkpoint-45000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-45000/trainer_state.json | Configuration | 2.5 MB | — |
| checkpoint-48000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-48000/config.json | Configuration | 803 B | — |
| checkpoint-48000/generation_config.json | Configuration | 172 B | — |
| checkpoint-48000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-48000/trainer_state.json | Configuration | 2.7 MB | — |
| checkpoint-51000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-51000/config.json | Configuration | 803 B | — |
| checkpoint-51000/generation_config.json | Configuration | 172 B | — |
| checkpoint-51000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-51000/trainer_state.json | Configuration | 2.9 MB | — |
| checkpoint-54000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-54000/config.json | Configuration | 803 B | — |
| checkpoint-54000/generation_config.json | Configuration | 172 B | — |
| checkpoint-54000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-54000/trainer_state.json | Configuration | 3.1 MB | — |
| checkpoint-57000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-57000/config.json | Configuration | 803 B | — |
| checkpoint-57000/generation_config.json | Configuration | 172 B | — |
| checkpoint-57000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-57000/trainer_state.json | Configuration | 3.2 MB | — |
| checkpoint-6000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-6000/config.json | Configuration | 803 B | — |
| checkpoint-6000/generation_config.json | Configuration | 172 B | — |
| checkpoint-6000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-6000/trainer_state.json | Configuration | 337.4 KB | — |
| checkpoint-60000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-60000/config.json | Configuration | 803 B | — |
| checkpoint-60000/generation_config.json | Configuration | 172 B | — |
| checkpoint-60000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-60000/trainer_state.json | Configuration | 3.4 MB | — |
| checkpoint-63000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-63000/config.json | Configuration | 803 B | — |
| checkpoint-63000/generation_config.json | Configuration | 172 B | — |
| checkpoint-63000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-63000/trainer_state.json | Configuration | 3.6 MB | — |
| checkpoint-66000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-66000/config.json | Configuration | 803 B | — |
| checkpoint-66000/generation_config.json | Configuration | 172 B | — |
| checkpoint-66000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-66000/trainer_state.json | Configuration | 3.7 MB | — |
| checkpoint-69000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-69000/config.json | Configuration | 803 B | — |
| checkpoint-69000/generation_config.json | Configuration | 172 B | — |
| checkpoint-69000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-69000/trainer_state.json | Configuration | 3.9 MB | — |
| checkpoint-72000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-72000/config.json | Configuration | 803 B | — |
| checkpoint-72000/generation_config.json | Configuration | 172 B | — |
| checkpoint-72000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-72000/trainer_state.json | Configuration | 4.1 MB | — |
| checkpoint-75000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-75000/config.json | Configuration | 803 B | — |
| checkpoint-75000/generation_config.json | Configuration | 172 B | — |
| checkpoint-75000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-75000/trainer_state.json | Configuration | 4.2 MB | — |
| checkpoint-78000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-78000/config.json | Configuration | 803 B | — |
| checkpoint-78000/generation_config.json | Configuration | 172 B | — |
| checkpoint-78000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-78000/trainer_state.json | Configuration | 4.4 MB | — |
| checkpoint-81000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-81000/config.json | Configuration | 803 B | — |
| checkpoint-81000/generation_config.json | Configuration | 172 B | — |
| checkpoint-81000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-81000/trainer_state.json | Configuration | 4.6 MB | — |
| checkpoint-84000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-84000/config.json | Configuration | 803 B | — |
| checkpoint-84000/generation_config.json | Configuration | 172 B | — |
| checkpoint-84000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-84000/trainer_state.json | Configuration | 4.8 MB | — |
| checkpoint-87000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-87000/config.json | Configuration | 803 B | — |
| checkpoint-87000/generation_config.json | Configuration | 172 B | — |
| checkpoint-87000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-87000/trainer_state.json | Configuration | 4.9 MB | — |
| checkpoint-9000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-9000/config.json | Configuration | 803 B | — |
| checkpoint-9000/generation_config.json | Configuration | 172 B | — |
| checkpoint-9000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-9000/trainer_state.json | Configuration | 506.6 KB | — |
| checkpoint-90000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-90000/config.json | Configuration | 803 B | — |
| checkpoint-90000/generation_config.json | Configuration | 172 B | — |
| checkpoint-90000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-90000/trainer_state.json | Configuration | 5.1 MB | — |
| checkpoint-93000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-93000/config.json | Configuration | 803 B | — |
| checkpoint-93000/generation_config.json | Configuration | 172 B | — |
| checkpoint-93000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-93000/trainer_state.json | Configuration | 5.3 MB | — |
| checkpoint-96000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-96000/config.json | Configuration | 803 B | — |
| checkpoint-96000/generation_config.json | Configuration | 172 B | — |
| checkpoint-96000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-96000/trainer_state.json | Configuration | 5.4 MB | — |
| checkpoint-99000/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-99000/config.json | Configuration | 803 B | — |
| checkpoint-99000/generation_config.json | Configuration | 172 B | — |
| checkpoint-99000/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-99000/trainer_state.json | Configuration | 5.6 MB | — |
| config.json | Configuration | 803 B | — |
| generation_config.json | Configuration | 172 B | — |
| special_tokens_map.json | Configuration | 22.6 KB | — |
| README.md | Documentation | 2.0 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
| checkpoint-102000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-102000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-105000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-105000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-108000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-108000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-111000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-111000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-114000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-114000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-114420/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-114420/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-12000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-12000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-15000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-15000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-18000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-18000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-21000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-21000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-24000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-24000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-27000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-27000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-3000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-3000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-30000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-30000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-33000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-33000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-36000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-36000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-39000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-39000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-42000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-42000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-45000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-45000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-48000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-48000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-51000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-51000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-54000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-54000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-57000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-57000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-6000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-6000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-60000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-60000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-63000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-63000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-66000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-66000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-69000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-69000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-72000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-72000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-75000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-75000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-78000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-78000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-81000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-81000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-84000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-84000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-87000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-87000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-9000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-9000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-90000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-90000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-93000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-93000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-96000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-96000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-99000/spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| checkpoint-99000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| spiece.model | Tokenizer | 1.5 MB | 5f75cae4e7f6 |
| tokenizer_config.json | Tokenizer | 233.6 KB | — |
Released by Francesca Padovani through its official repository on Hugging Face.
| Precision | Weights in memory |
|---|---|
| As published | 10.0 GB |
| 16-bit | 0.2 GB |
| 8-bit | 0.1 GB |
| 4-bit | 0.1 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
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.
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.
Model · Text generation
This model is a fine-tuned version of francesca9805/ppt-wc-uniform-newlex-nor-before-100mb-packed-bfdisoseed3407. It has been trained using TRL. This model was trained with SFT.
Model · Text generation
This model is a fine-tuned version of francesca9805/ppt-wc-uniform-newlex-swa-after-100mb-packed-bfdisoseed3407. It has been trained using TRL. This model was trained with SFT.
Model · Text generation
This model is a fine-tuned version of francesca9805/swa-latn-100mb-ppt-Dp-100mb-packed-bfdisoseed3407. It has been trained using TRL. This model was trained with SFT.
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.
This model is a fine-tuned version of fpadovani/arb-arab-100mb-ppt-Dp-100mbseed10. It has been trained using TRL. This model was trained with SFT.
This model is a fine-tuned version of fpadovani/arb-arab-100mb-ppt-shuff-dyck-10mbseed10. It has been trained using TRL. This model was trained with SFT.