From a2b04cc929b224165de3b08138010f40ad9e5584 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 21 Apr 2026 12:28:12 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: iamshnoo/combined_no_africa_with_metadata_1b Source: Original Platform --- .gitattributes | 36 + README.md | 77 ++ assets/tokens_per_sec.png | Bin 0 -> 54100 bytes assets/train_loss.png | Bin 0 -> 37824 bytes assets/val_perplexity.png | Bin 0 -> 40352 bytes config.json | 29 + generation_config.json | 6 + model.safetensors | 3 + special_tokens_map.json | 16 + tokenizer.json | 3 + tokenizer_config.json | 2062 +++++++++++++++++++++++++++++++++++++ 11 files changed, 2232 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 assets/tokens_per_sec.png create mode 100644 assets/train_loss.png create mode 100644 assets/val_perplexity.png create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 model.safetensors create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..52373fe --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c5c4b5b --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +pipeline_tag: text-generation +library_name: transformers +tags: +- text-generation +- metadata-localization +- leave-one-out +- 1b +- with-metadata +- pretraining +--- + +# combined_no_africa_with_metadata_1b + +## Summary + +This repo contains the leave out africa 1b model at the final 10k-step checkpoint for the metadata localization project. It was trained from scratch on the project corpus, using the Llama 3.2 tokenizer and vocabulary. + +## Variant Metadata + +- Stage: `pretrain` +- Family: `leave_one_out` +- Size: `1b` +- Metadata condition: `with_metadata` +- Base model lineage: `Trained from scratch; tokenizer/vocabulary from meta-llama/Llama-3.2-1B` + +## Weights & Biases Provenance + +- Run name: `14/12/2025_17:04:06_combined_no_africa_with_metadata_1b` +- Internal run URL: `https://wandb.ai/iamshnoo/nanotron/runs/zpykugo9` +- Note: the Weights & Biases workspace is private; public readers should use the summarized metrics and configuration below. +- State: `finished` +- Runtime: `114h 1m 28s` + +## Run Summary + +- `KPI/train_lm_loss`: `2.0785` +- `KPI/train_perplexity`: `7.9929` +- `KPI/val_loss`: `2.167` +- `KPI/val_perplexity`: `8.7317` +- `KPI/consumed_tokens/train`: `41,943,040,000` +- `_step`: `10,000` + +## Training Configuration + +- `train_steps`: `10,000` +- `sequence_length`: `2,048` +- `micro_batch_size`: `8` +- `batch_accumulation_per_replica`: `64` +- `learning_rate`: `0.003` +- `min_decay_lr`: `0.0003` +- `checkpoint_interval`: `1,000` + +## Training Curves + +Static plots below were exported from the private Weights & Biases run and embedded here for public access. + +### Train Loss + +![Train Loss](assets/train_loss.png) + +### Validation Perplexity + +![Validation Perplexity](assets/val_perplexity.png) + +### Throughput + +![Throughput](assets/tokens_per_sec.png) + +## Project Context + +This model is part of the metadata localization release. Related checkpoints and variants are grouped in the public Hugging Face collection [Metadata Conditioned LLMs](https://huggingface.co/collections/iamshnoo/metadata-conditioned-llms). +- Training data source: [News on the Web (NOW) Corpus](https://www.english-corpora.org/now/) +- Project repository: [https://github.com/iamshnoo/metadata_localization](https://github.com/iamshnoo/metadata_localization) +- Paper: [https://arxiv.org/abs/2601.15236](https://arxiv.org/abs/2601.15236) + +Last synced: `2026-04-02 14:44:56 UTC` diff --git a/assets/tokens_per_sec.png b/assets/tokens_per_sec.png new file mode 100644 index 0000000000000000000000000000000000000000..087d393e2ee59d87c9bfd7b548066f8a5f43b0d2 GIT binary patch literal 54100 zcmb?@bySq=yY?7>pnyRrse*I}f^><1bT^8D_Hwqq^Ul1_-Pd*9_$tUr;NpilD@~Kq7U9hcRXu=?nyD{khE=k(I3xhzqe@H$TQE`f09mCQg7}&$w z5Vd+pPC!7Y^8NL|psOrL#DNS`SKZD*NF+t*e#m~e>$+G#e%)=PqJBW-^Zd(Fh3~xV zmRinXmS@rqB|k1BS6f%tj}JF4y)kk$dV^mZi`b7}QP9-XlmwrT{<$w5STg?mB?R&q 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