gemma4-e2b-ngram1b-mala8langs is an open-weight model from Khazzz1c. Its published files total 83.3 GB.
Parameters—
Context—
Weights24.5 GB
License—
AccessOpen weights
Monthly Downloads—
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- khazic/gemma4-e2b-ngram1b-mala8langs
- Publisher
- Khazzz1c
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- bb1b43af0e0503df58ccf3182cfe0ed16f50c54b
- First published
- 2026-10-08
- Last updated
- 2026-10-13
Files and Weights
107 files, 83.3 GB in total. The weights are 50 files totalling 24.5 GB in pt, safetensors.
Weights50 files · 24.5 GB
Configuration13 files · 567.1 KB
Tokenizer8 files · 64.3 MB
Other33 files · 58.7 GB
Repository3 files · 8.4 MB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_0.pt | Weights | 1.9 KB | fa577abaf760 |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_1.pt | Weights | 1.9 KB | e991d44b8dd9 |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_2.pt | Weights | 1.9 KB | 98aa2185fe17 |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_3.pt | Weights | 1.9 KB | 5687336da09e |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_4.pt | Weights | 1.9 KB | 396f68111973 |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_5.pt | Weights | 1.9 KB | ff7d8788b1aa |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_6.pt | Weights | 1.9 KB | 4487702debf6 |
| ckpt/epoch_0_step_49999/dataloader/dataloader_dp_rank_7.pt | Weights | 1.9 KB | 385e05579e10 |
| ckpt/epoch_0_step_49999/model/shard-00001-model-00001-of-00001.safetensors | Weights | 1.5 GB | c3c66e5e1b1a |
| ckpt/epoch_0_step_49999/model/shard-00002-model-00001-of-00001.safetensors | Weights | 1.5 GB | de9c49e2ee58 |
| ckpt/epoch_0_step_49999/model/shard-00003-model-00001-of-00001.safetensors | Weights | 1.5 GB | 5b5cca7ad865 |
| ckpt/epoch_0_step_49999/model/shard-00004-model-00001-of-00001.safetensors | Weights | 1.5 GB | 565ce27cdb1e |
| ckpt/epoch_0_step_49999/model/shard-00005-model-00001-of-00001.safetensors | Weights | 1.5 GB | 6cb1d5b1fbca |
| ckpt/epoch_0_step_49999/model/shard-00006-model-00001-of-00001.safetensors | Weights | 1.5 GB | a22fad7a35f8 |
| ckpt/epoch_0_step_49999/model/shard-00007-model-00001-of-00001.safetensors | Weights | 1.5 GB | 4b0f30ce1788 |
| ckpt/epoch_0_step_49999/model/shard-00008-model-00001-of-00001.safetensors | Weights | 1.5 GB | c29f8ddf79b9 |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_0.pt | Weights | 15.5 KB | 127b09eac361 |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_1.pt | Weights | 15.5 KB | cf0a2ec856d0 |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_2.pt | Weights | 15.5 KB | 953f7e48cebd |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_3.pt | Weights | 15.5 KB | 833474b12f6e |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_4.pt | Weights | 15.5 KB | c1b60a138b1b |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_5.pt | Weights | 15.5 KB | e12478054a12 |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_6.pt | Weights | 15.5 KB | 72e9cb72ea73 |
| ckpt/epoch_0_step_49999/rng/rng_global_rank_7.pt | Weights | 15.5 KB | e621f9ee1b9c |
| ckpt/epoch_0_step_49999/step_scheduler.pt | Weights | 1.3 KB | 589fca922773 |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_0.pt | Weights | 1.9 KB | 7bd646ed7292 |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_1.pt | Weights | 1.9 KB | 1850d7ed62cc |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_2.pt | Weights | 1.9 KB | 67da0c732bb8 |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_3.pt | Weights | 1.9 KB | d2e3c68024ee |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_4.pt | Weights | 1.9 KB | fb148d996f39 |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_5.pt | Weights | 1.9 KB | b7dfb25fbbe4 |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_6.pt | Weights | 1.9 KB | 340f77c966f2 |
| ckpt/epoch_0_step_99999/dataloader/dataloader_dp_rank_7.pt | Weights | 1.9 KB | ee76e7229a27 |
| ckpt/epoch_0_step_99999/model/shard-00001-model-00001-of-00001.safetensors | Weights | 1.5 GB | 71fe9bad0052 |
| ckpt/epoch_0_step_99999/model/shard-00002-model-00001-of-00001.safetensors | Weights | 1.5 GB | e27fb1640973 |
| ckpt/epoch_0_step_99999/model/shard-00003-model-00001-of-00001.safetensors | Weights | 1.5 GB | 8998c48232a9 |
| ckpt/epoch_0_step_99999/model/shard-00004-model-00001-of-00001.safetensors | Weights | 1.5 GB | 5cdc88aa401c |
| ckpt/epoch_0_step_99999/model/shard-00005-model-00001-of-00001.safetensors | Weights | 1.5 GB | b80f05b85daa |
| ckpt/epoch_0_step_99999/model/shard-00006-model-00001-of-00001.safetensors | Weights | 1.5 GB | 2e350386630d |
| ckpt/epoch_0_step_99999/model/shard-00007-model-00001-of-00001.safetensors | Weights | 1.5 GB | 38c913df4b02 |
| ckpt/epoch_0_step_99999/model/shard-00008-model-00001-of-00001.safetensors | Weights | 1.5 GB | 51198ce4d236 |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_0.pt | Weights | 15.5 KB | 812634882b04 |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_1.pt | Weights | 15.5 KB | 2b6d59c1fa1c |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_2.pt | Weights | 15.5 KB | 3bc7127b702f |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_3.pt | Weights | 15.5 KB | 6feebf40b0fe |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_4.pt | Weights | 15.5 KB | e1ce9bf739c4 |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_5.pt | Weights | 15.5 KB | 974c54748c5b |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_6.pt | Weights | 15.5 KB | 92d011b64b17 |
| ckpt/epoch_0_step_99999/rng/rng_global_rank_7.pt | Weights | 15.5 KB | 8aac59ddce8a |
| ckpt/epoch_0_step_99999/step_scheduler.pt | Weights | 1.3 KB | d1e25d9dfe8f |
| ckpt/epoch_0_step_49999/config.yaml | Configuration | 2.7 KB | — |
| ckpt/epoch_0_step_49999/losses.json | Configuration | 34 B | — |
| ckpt/epoch_0_step_49999/model/.hf_metadata/config.json | Configuration | 5.7 KB | — |
| ckpt/epoch_0_step_49999/model/.hf_metadata/fqn_to_dtype_mapping.json | Configuration | 141.4 KB | — |
| ckpt/epoch_0_step_49999/model/.hf_metadata/fqn_to_file_index_mapping.json | Configuration | 132.0 KB | — |
| ckpt/epoch_0_step_49999/model/.hf_metadata/generation_config.json | Configuration | 222 B | — |
| ckpt/epoch_0_step_99999/config.yaml | Configuration | 2.7 KB | — |
| ckpt/epoch_0_step_99999/losses.json | Configuration | 34 B | — |
| ckpt/epoch_0_step_99999/model/.hf_metadata/config.json | Configuration | 5.7 KB | — |
| ckpt/epoch_0_step_99999/model/.hf_metadata/fqn_to_dtype_mapping.json | Configuration | 141.4 KB | — |
| ckpt/epoch_0_step_99999/model/.hf_metadata/fqn_to_file_index_mapping.json | Configuration | 132.0 KB | — |
| ckpt/epoch_0_step_99999/model/.hf_metadata/generation_config.json | Configuration | 222 B | — |
| run/e2b_ngram_mala.yaml | Configuration | 3.0 KB | — |
| ckpt/epoch_0_step_49999/model/consolidate.sh | Other | 2.2 KB | — |
| ckpt/epoch_0_step_49999/optim/__0_0.distcp | Other | 3.6 GB | fa9669440835 |
| ckpt/epoch_0_step_49999/optim/__1_0.distcp | Other | 3.6 GB | f0f4fd7d2254 |
| ckpt/epoch_0_step_49999/optim/__2_0.distcp | Other | 3.6 GB | dfdfec591839 |
| ckpt/epoch_0_step_49999/optim/__3_0.distcp | Other | 3.6 GB | 2d4f6433ae8b |
| ckpt/epoch_0_step_49999/optim/__4_0.distcp | Other | 3.6 GB | d14600de8c2a |
| ckpt/epoch_0_step_49999/optim/__5_0.distcp | Other | 3.6 GB | 342a8d86227c |
| ckpt/epoch_0_step_49999/optim/__6_0.distcp | Other | 3.6 GB | aa868d2b7829 |
| ckpt/epoch_0_step_49999/optim/__7_0.distcp | Other | 3.6 GB | daafd4ba56ad |
| ckpt/epoch_0_step_99999/model/consolidate.sh | Other | 2.2 KB | — |
| ckpt/epoch_0_step_99999/optim/__0_0.distcp | Other | 3.6 GB | 3ea3bdda7372 |
| ckpt/epoch_0_step_99999/optim/__1_0.distcp | Other | 3.6 GB | 357e8437fd50 |
| ckpt/epoch_0_step_99999/optim/__2_0.distcp | Other | 3.6 GB | 2d2be0c3c83e |
| ckpt/epoch_0_step_99999/optim/__3_0.distcp | Other | 3.6 GB | 6c968780c06c |
| ckpt/epoch_0_step_99999/optim/__4_0.distcp | Other | 3.6 GB | 485aa13b5670 |
| ckpt/epoch_0_step_99999/optim/__5_0.distcp | Other | 3.6 GB | 497f7cefce13 |
| ckpt/epoch_0_step_99999/optim/__6_0.distcp | Other | 3.6 GB | 5c4b0e7865dc |
| ckpt/epoch_0_step_99999/optim/__7_0.distcp | Other | 3.6 GB | 9a663a443e7f |
| wandb/wandb/debug-internal.log | Other | 1.3 KB | — |
| wandb/wandb/debug.log | Other | — | |
| wandb/wandb/offline-run-20260911_112947-evw3m034/files/requirements.txt | Other | 5.3 KB | — |
| wandb/wandb/offline-run-20260911_112947-evw3m034/logs/debug-internal.log | Other | 1.6 KB | — |
| wandb/wandb/offline-run-20260911_112947-evw3m034/logs/debug.log | Other | — | |
| wandb/wandb/offline-run-20260911_112947-evw3m034/run-evw3m034.wandb | Other | 50.0 KB | — |
| wandb/wandb/offline-run-20260911_113232-ddilhnyb/files/requirements.txt | Other | 5.3 KB | — |
| wandb/wandb/offline-run-20260911_113232-ddilhnyb/logs/debug-internal.log | Other | 1.6 KB | — |
| wandb/wandb/offline-run-20260911_113232-ddilhnyb/logs/debug.log | Other | — | |
| wandb/wandb/offline-run-20260911_113232-ddilhnyb/run-ddilhnyb.wandb | Other | 347.2 MB | d324d75ba7d4 |
| wandb/wandb/offline-run-20261006_231719-o1yqjs74/files/requirements.txt | Other | 5.4 KB | — |
| wandb/wandb/offline-run-20261006_231719-o1yqjs74/logs/debug-core.log | Other | 1.0 KB | — |
| wandb/wandb/offline-run-20261006_231719-o1yqjs74/logs/debug-internal.log | Other | 1.3 KB | — |
| wandb/wandb/offline-run-20261006_231719-o1yqjs74/logs/debug.log | Other | — | |
| wandb/wandb/offline-run-20261006_231719-o1yqjs74/run-o1yqjs74.wandb | Other | 215.0 MB | 54e4898c1cfb |
| .gitattributes | Repository | 3.3 KB | — |
| ckpt/epoch_0_step_49999/optim/.metadata | Repository | 4.2 MB | 33c467a203b1 |
| ckpt/epoch_0_step_99999/optim/.metadata | Repository | 4.2 MB | e10255bc3a93 |
| ckpt/epoch_0_step_49999/model/.hf_metadata/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| ckpt/epoch_0_step_49999/model/.hf_metadata/tokenizer.json.ok | Tokenizer | — | |
| ckpt/epoch_0_step_49999/model/.hf_metadata/tokenizer_config.json | Tokenizer | 906 B | — |
| ckpt/epoch_0_step_49999/model/.hf_metadata/tokenizer_config.json.ok | Tokenizer | — | |
| ckpt/epoch_0_step_99999/model/.hf_metadata/tokenizer.json | Tokenizer | 32.2 MB | 12bac982b793 |
| ckpt/epoch_0_step_99999/model/.hf_metadata/tokenizer.json.ok | Tokenizer | — | |
| ckpt/epoch_0_step_99999/model/.hf_metadata/tokenizer_config.json | Tokenizer | 906 B | — |
| ckpt/epoch_0_step_99999/model/.hf_metadata/tokenizer_config.json.ok | Tokenizer | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 24.5 GB
Download from Khazzz1c
Released by Khazzz1c through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 24.5 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.