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Open-weight model · Text generation
by Francesca Padovani francesca9805/tur-100mb-after-wc-loglinear-newlex-before-ckpt500-packed-bfdiso_seed3407
tur-100mb-after-wc-loglinear-newlex-before-ckpt500-packed-bfdiso_seed3407 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-loglinear-newlex-tur-before-100mb-packed-bfdisoseed3407. It has been trained using TRL. This model was trained with SFT.
What it takes to serve tur-100mb-after-wc-loglinear-newlex-before-ckpt500-packed-bfdiso_seed3407 (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 18, 2026.
This model is a fine-tuned version of francesca9805/ppt-wc-loglinear-newlex-tur-before-100mb-packed-bfdisoseed3407. It has been trained using TRL. This model was trained with SFT.
Excerpt from the card by Francesca Padovani.
350 files, 8.9 GB in total. The weights are 104 files totalling 8.7 GB in bin, pth, safetensors.
| File | Type | Size | SHA-256 |
|---|---|---|---|
| checkpoint-100030/model.safetensors | Weights | 249.6 MB | 6d7c7588045a |
| checkpoint-100030/rng_state.pth | Weights | 14.6 KB | de7b13901c26 |
| checkpoint-100030/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-12000/model.safetensors | Weights | 249.6 MB | 1ffb20656ab7 |
| checkpoint-12000/rng_state.pth | Weights | 14.6 KB | 31d02878b18f |
| checkpoint-12000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-15000/model.safetensors | Weights | 249.6 MB | 70c95d872213 |
| checkpoint-15000/rng_state.pth | Weights | 14.6 KB | 8ff859c142a6 |
| checkpoint-15000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-18000/model.safetensors | Weights | 249.6 MB | 60b22998271f |
| checkpoint-18000/rng_state.pth | Weights | 14.6 KB | 235a5a0dceb2 |
| checkpoint-18000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-21000/model.safetensors | Weights | 249.6 MB | 00e607a3fab1 |
| checkpoint-21000/rng_state.pth | Weights | 14.6 KB | 863472a45b00 |
| checkpoint-21000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-24000/model.safetensors | Weights | 249.6 MB | 138f7723bf27 |
| checkpoint-24000/rng_state.pth | Weights | 14.6 KB | bd3ae12a0303 |
| checkpoint-24000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-27000/model.safetensors | Weights | 249.6 MB | 7b0964e4bf9c |
| checkpoint-27000/rng_state.pth | Weights | 14.6 KB | 129c8969d01c |
| checkpoint-27000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-3000/model.safetensors | Weights | 249.6 MB | d9835e6577d7 |
| checkpoint-3000/rng_state.pth | Weights | 14.6 KB | dde6d5e91288 |
| checkpoint-3000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-30000/model.safetensors | Weights | 249.6 MB | 77085e6ed730 |
| checkpoint-30000/rng_state.pth | Weights | 14.6 KB | 0c1b26099c33 |
| checkpoint-30000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-33000/model.safetensors | Weights | 249.6 MB | d76827dd4ada |
| checkpoint-33000/rng_state.pth | Weights | 14.6 KB | fa172d8e1594 |
| checkpoint-33000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-36000/model.safetensors | Weights | 249.6 MB | e328ea519041 |
| checkpoint-36000/rng_state.pth | Weights | 14.6 KB | 2137b5a64575 |
| checkpoint-36000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-39000/model.safetensors | Weights | 249.6 MB | fe479751b343 |
| checkpoint-39000/rng_state.pth | Weights | 14.6 KB | d66ffcfab38a |
| checkpoint-39000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-42000/model.safetensors | Weights | 249.6 MB | e6676374c52d |
| checkpoint-42000/rng_state.pth | Weights | 14.6 KB | bc3f722d3f7a |
| checkpoint-42000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-45000/model.safetensors | Weights | 249.6 MB | 39205b8f4436 |
| checkpoint-45000/rng_state.pth | Weights | 14.6 KB | f1f1a079ebdd |
| checkpoint-45000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-48000/model.safetensors | Weights | 249.6 MB | 831c1192db5b |
| checkpoint-48000/rng_state.pth | Weights | 14.6 KB | be995749b4fa |
| checkpoint-48000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-51000/model.safetensors | Weights | 249.6 MB | 9b80d8321edb |
| checkpoint-51000/rng_state.pth | Weights | 14.6 KB | 699219df0219 |
| checkpoint-51000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-54000/model.safetensors | Weights | 249.6 MB | b1093adc81fc |
| checkpoint-54000/rng_state.pth | Weights | 14.6 KB | cf55077d12f1 |
| checkpoint-54000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-57000/model.safetensors | Weights | 249.6 MB | 31c6a1324e58 |
| checkpoint-57000/rng_state.pth | Weights | 14.6 KB | e872d2188c8a |
| checkpoint-57000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-6000/model.safetensors | Weights | 249.6 MB | fec1d15285f7 |
| checkpoint-6000/rng_state.pth | Weights | 14.6 KB | 9887d9a2d361 |
| checkpoint-6000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-60000/model.safetensors | Weights | 249.6 MB | 964455fe5ed0 |
| checkpoint-60000/rng_state.pth | Weights | 14.6 KB | add3d26dd397 |
| checkpoint-60000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-63000/model.safetensors | Weights | 249.6 MB | bb6c03830989 |
| checkpoint-63000/rng_state.pth | Weights | 14.6 KB | 81f6005b8c80 |
| checkpoint-63000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-66000/model.safetensors | Weights | 249.6 MB | a0130892d91b |
| checkpoint-66000/rng_state.pth | Weights | 14.6 KB | 006e345c66ff |
| checkpoint-66000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-69000/model.safetensors | Weights | 249.6 MB | d580693513e0 |
| checkpoint-69000/rng_state.pth | Weights | 14.6 KB | 5216eeff7fac |
| checkpoint-69000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-72000/model.safetensors | Weights | 249.6 MB | 4ddf14cc604c |
| checkpoint-72000/rng_state.pth | Weights | 14.6 KB | 189935a0c351 |
| checkpoint-72000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-75000/model.safetensors | Weights | 249.6 MB | c50cab7ddb06 |
| checkpoint-75000/rng_state.pth | Weights | 14.6 KB | e5334eda13e8 |
| checkpoint-75000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-78000/model.safetensors | Weights | 249.6 MB | 8f401c490b4a |
| checkpoint-78000/rng_state.pth | Weights | 14.6 KB | 406de9408d90 |
| checkpoint-78000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-81000/model.safetensors | Weights | 249.6 MB | ee0a3eaebfee |
| checkpoint-81000/rng_state.pth | Weights | 14.6 KB | 69d903a43d16 |
| checkpoint-81000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-84000/model.safetensors | Weights | 249.6 MB | da40aec4430e |
| checkpoint-84000/rng_state.pth | Weights | 14.6 KB | 8d1ad9f2ca9b |
| checkpoint-84000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-87000/model.safetensors | Weights | 249.6 MB | 7ff127179c09 |
| checkpoint-87000/rng_state.pth | Weights | 14.6 KB | ef2cd148350e |
| checkpoint-87000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-9000/model.safetensors | Weights | 249.6 MB | 18a8772c9462 |
| checkpoint-9000/rng_state.pth | Weights | 14.6 KB | a9484dee3afa |
| checkpoint-9000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-90000/model.safetensors | Weights | 249.6 MB | 4cb07c12ff51 |
| checkpoint-90000/rng_state.pth | Weights | 14.6 KB | 1e4611fd0ceb |
| checkpoint-90000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-93000/model.safetensors | Weights | 249.6 MB | a7c1f2146020 |
| checkpoint-93000/rng_state.pth | Weights | 14.6 KB | 11400c08a5b2 |
| checkpoint-93000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-96000/model.safetensors | Weights | 249.6 MB | 2bb172a22916 |
| checkpoint-96000/rng_state.pth | Weights | 14.6 KB | 70dc8463ffa5 |
| checkpoint-96000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| checkpoint-99000/model.safetensors | Weights | 249.6 MB | b0773e4a09bd |
| checkpoint-99000/rng_state.pth | Weights | 14.6 KB | c9e865ecceb5 |
| checkpoint-99000/training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| model.safetensors | Weights | 249.6 MB | 6d7c7588045a |
| training_args.bin | Weights | 6.4 KB | 8182b900e253 |
| added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-100030/added_tokens.json | Configuration | 27.7 KB | — |
| checkpoint-100030/config.json | Configuration | 803 B | — |
| checkpoint-100030/generation_config.json | Configuration | 172 B | — |
| checkpoint-100030/special_tokens_map.json | Configuration | 22.6 KB | — |
| checkpoint-100030/trainer_state.json | Configuration | 5.7 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 | 676.0 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 | 845.9 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 | 168.1 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 | 337.1 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 | 506.3 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-100030/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-100030/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-12000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-12000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-15000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-15000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-18000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-18000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-21000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-21000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-24000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-24000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-27000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-27000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-3000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-3000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-30000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-30000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-33000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-33000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-36000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-36000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-39000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-39000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-42000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-42000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-45000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-45000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-48000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-48000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-51000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-51000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-54000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-54000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-57000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-57000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-6000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-6000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-60000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-60000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-63000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-63000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-66000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-66000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-69000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-69000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-72000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-72000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-75000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-75000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-78000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-78000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-81000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-81000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-84000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-84000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-87000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-87000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-9000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-9000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-90000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-90000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-93000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-93000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-96000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-96000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| checkpoint-99000/spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| checkpoint-99000/tokenizer_config.json | Tokenizer | 233.6 KB | — |
| spiece.model | Tokenizer | 1.2 MB | d95f71157f37 |
| tokenizer_config.json | Tokenizer | 233.6 KB | — |
Released by Francesca Padovani through its official repository on Hugging Face.
| Precision | Weights in memory |
|---|---|
| As published | 8.7 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.