Instructions to use NeelNanda/test-attn-only with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use NeelNanda/test-attn-only with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("NeelNanda/test-attn-only", dtype="auto") - Notebooks
- Google Colab
- Kaggle
Auto Commit
Browse files- config.json +55 -0
- model_final.pth +3 -0
config.json
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{
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"n_layers": 2,
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"d_model": 256,
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"d_mlp": 1024,
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"d_head": 64,
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"n_heads": 4,
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"lr_hidden": 0.002,
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"lr_vector": 0.001,
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"batch_size_per_device": 32,
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"batches_per_step": 1,
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"seed": 9023,
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"save_checkpoints": true,
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"debug": false,
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"debug_batch": false,
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"normalization": "LN",
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"max_tokens": 22000000000,
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"version": 178,
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"use_bfloat16_matmul": true,
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"n_ctx": 1024,
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"d_vocab": 50278,
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"tokenizer_name": "EleutherAI/gpt-neox-20b",
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"betas": [
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0.9,
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0.99
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],
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"weight_decay": 0.05,
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"dataset_name": "the_pile",
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"grad_norm_clip": 1.0,
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"n_devices": 8,
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"act_fn": "solu_ln",
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"shortformer_pos": true,
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"attn_only": true,
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"ln_eps": 1e-05,
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"lr_schedule": "cosine_warmup",
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"warmup_tokens": 300000000,
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"train_loss_ewma_beta": 0.99,
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"truncate_tokens": 5000000,
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"log_interval": 50,
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"initializer_scale_global": 1.0,
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"initializer_scale_hidden": 0.02,
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"initializer_scale_embed": 0.1,
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"initializer_scale_unembed": 0.02,
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"neuron_scale": 1.0,
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"neuron_temp": 1.0,
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"use_acc": false,
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"weight_init_scheme": "gpt2",
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"fixed_init": "",
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"store_init": true,
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"control": 1.0,
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"tokens_per_step": 262144,
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"batch_size": 256,
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"max_steps": 83923,
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"warmup_steps": 1144,
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"n_params": 393216
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}
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model_final.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:e02fc02129aa2d471f20e260aea788c23be02fb742259dbdc85001404d03b9dc
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size 108427549
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