Merge branch 'main' of hf.co:tangledgroup/tangled-llama-q-128k-base-v0.1
Browse files
out/pretrain/final/config.json
ADDED
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@@ -0,0 +1,22 @@
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{
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"_name_or_path": "tangledgroup/tangled-llama-33m-32k-base-v0.1",
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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| 7 |
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"eos_token_id": 2,
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| 8 |
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"hidden_size": 1024,
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| 9 |
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"intermediate_size": 4096,
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| 10 |
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"max_position_embeddings": 38400,
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| 11 |
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"model_type": "llama",
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| 12 |
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"num_attention_heads": 32,
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"num_hidden_layers": 5,
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| 14 |
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"num_key_value_heads": 8,
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| 15 |
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"rms_norm_eps": 1e-05,
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| 16 |
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"rope_scaling": null,
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| 17 |
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"tie_word_embeddings": false,
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| 18 |
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"torch_dtype": "bfloat16",
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"transformers_version": "4.44.2",
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| 20 |
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"use_cache": true,
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| 21 |
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"vocab_size": 38400
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| 22 |
+
}
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out/pretrain/final/hyperparameters.yaml
ADDED
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@@ -0,0 +1,68 @@
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model_name: Llama-3.2-1B
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model_config:
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name: ''
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hf_config: {}
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| 5 |
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scale_embeddings: false
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| 6 |
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block_size: 8192
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| 7 |
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vocab_size: 38400
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| 8 |
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padding_multiple: 512
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| 9 |
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padded_vocab_size: 38400
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| 10 |
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n_layer: 8
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| 11 |
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n_head: 32
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| 12 |
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head_size: 64
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| 13 |
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n_embd: 512
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| 14 |
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rotary_percentage: 1.0
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| 15 |
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parallel_residual: false
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| 16 |
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bias: false
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| 17 |
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lm_head_bias: false
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| 18 |
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n_query_groups: 8
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| 19 |
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shared_attention_norm: false
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| 20 |
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norm_class_name: RMSNorm
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| 21 |
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post_attention_norm: false
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| 22 |
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post_mlp_norm: false
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| 23 |
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norm_eps: 1.0e-05
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| 24 |
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mlp_class_name: LLaMAMLP
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| 25 |
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gelu_approximate: none
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| 26 |
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intermediate_size: 2048
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| 27 |
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rope_condense_ratio: 1
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| 28 |
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rope_base: 500000
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| 29 |
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n_expert: 0
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| 30 |
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n_expert_per_token: 0
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| 31 |
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out_dir: ../out/pretrain
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| 32 |
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precision: bf16-true
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| 33 |
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resume: auto
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| 34 |
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data:
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| 35 |
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class_path: litgpt.data.LitData
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| 36 |
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init_args:
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| 37 |
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data_path: ../pretrain-data/
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| 38 |
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seed: 42
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| 39 |
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num_workers: 32
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train:
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save_interval: 200
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| 42 |
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log_interval: 1
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| 43 |
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global_batch_size: 512
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| 44 |
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micro_batch_size: 15
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| 45 |
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lr_warmup_steps: 2000
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| 46 |
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max_tokens: 16698858240
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| 47 |
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max_seq_length: 2049
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| 48 |
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tie_embeddings: true
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| 49 |
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max_norm: 1.0
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| 50 |
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min_lr: 4.0e-05
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| 51 |
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eval:
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| 52 |
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interval: 100
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| 53 |
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max_iters: 100
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| 54 |
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initial_validation: false
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| 55 |
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final_validation: true
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| 56 |
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optimizer:
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| 57 |
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class_path: grokadamw.GrokAdamW
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| 58 |
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init_args:
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| 59 |
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lr: 0.01
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| 60 |
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weight_decay: 0.1
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| 61 |
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betas:
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| 62 |
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- 0.9
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| 63 |
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- 0.95
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| 64 |
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devices: auto
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| 65 |
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num_nodes: 1
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| 66 |
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tokenizer_dir: ..
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| 67 |
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logger_name: wandb
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| 68 |
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seed: 42
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out/pretrain/final/lit_model.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:3ab1c7faec574147b17651faf075301b882a786030717e38acf89935af2670d5
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size 526538850
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out/pretrain/final/model_config.yaml
ADDED
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@@ -0,0 +1,34 @@
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attention_logit_softcapping: null
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| 2 |
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attention_scores_scalar: null
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| 3 |
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bias: false
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| 4 |
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block_size: 8192
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| 5 |
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final_logit_softcapping: null
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| 6 |
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gelu_approximate: none
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| 7 |
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head_size: 64
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| 8 |
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hf_config: {}
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| 9 |
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intermediate_size: 2048
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| 10 |
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lm_head_bias: false
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| 11 |
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mlp_class_name: LLaMAMLP
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| 12 |
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n_embd: 512
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| 13 |
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n_expert: 0
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| 14 |
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n_expert_per_token: 0
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| 15 |
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n_head: 32
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| 16 |
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n_layer: 8
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| 17 |
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n_query_groups: 8
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| 18 |
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name: ''
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| 19 |
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norm_class_name: RMSNorm
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| 20 |
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norm_eps: 1.0e-05
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| 21 |
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padded_vocab_size: 38400
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| 22 |
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padding_multiple: 512
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| 23 |
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parallel_residual: false
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| 24 |
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post_attention_norm: false
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| 25 |
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post_mlp_norm: false
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| 26 |
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rope_adjustments: null
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| 27 |
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rope_base: 500000
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| 28 |
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rope_condense_ratio: 1
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| 29 |
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rotary_percentage: 1.0
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| 30 |
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scale_embeddings: false
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| 31 |
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shared_attention_norm: false
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| 32 |
+
sliding_window_layer_placing: null
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| 33 |
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sliding_window_size: null
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| 34 |
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vocab_size: 38400
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out/pretrain/final/tokenizer.json
ADDED
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The diff for this file is too large to render.
See raw diff
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out/pretrain/final/tokenizer_config.json
ADDED
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@@ -0,0 +1,1052 @@
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|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "<unk>",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "<s>",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "</s>",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "<|im_start|>",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "<|im_end|>",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
},
|
| 43 |
+
"5": {
|
| 44 |
+
"content": "system",
|
| 45 |
+
"lstrip": false,
|
| 46 |
+
"normalized": false,
|
| 47 |
+
"rstrip": false,
|
| 48 |
+
"single_word": false,
|
| 49 |
+
"special": true
|
| 50 |
+
},
|
| 51 |
+
"6": {
|
| 52 |
+
"content": "user",
|
| 53 |
+
"lstrip": false,
|
| 54 |
+
"normalized": false,
|
| 55 |
+
"rstrip": false,
|
| 56 |
+
"single_word": false,
|
| 57 |
+
"special": true
|
| 58 |
+
},
|
| 59 |
+
"7": {
|
| 60 |
+
"content": "assistant",
|
| 61 |
+
"lstrip": false,
|
| 62 |
+
"normalized": false,
|
| 63 |
+
"rstrip": false,
|
| 64 |
+
"single_word": false,
|
| 65 |
+
"special": true
|
| 66 |
+
},
|
| 67 |
+
"8": {
|
| 68 |
+
"content": "resource",
|
| 69 |
+
"lstrip": false,
|
| 70 |
+
"normalized": false,
|
| 71 |
+
"rstrip": false,
|
| 72 |
+
"single_word": false,
|
| 73 |
+
"special": true
|
| 74 |
+
},
|
| 75 |
+
"9": {
|
| 76 |
+
"content": "tool",
|
| 77 |
+
"lstrip": false,
|
| 78 |
+
"normalized": false,
|
| 79 |
+
"rstrip": false,
|
| 80 |
+
"single_word": false,
|
| 81 |
+
"special": true
|
| 82 |
+
},
|
| 83 |
+
"10": {
|
| 84 |
+
"content": "agent",
|
| 85 |
+
"lstrip": false,
|
| 86 |
+
"normalized": false,
|
| 87 |
+
"rstrip": false,
|
| 88 |
+
"single_word": false,
|
| 89 |
+
"special": true
|
| 90 |
+
},
|
| 91 |
+
"11": {
|
| 92 |
+
"content": "<tools>",
|
| 93 |
+
"lstrip": false,
|
| 94 |
+
"normalized": false,
|
| 95 |
+
"rstrip": false,
|
| 96 |
+
"single_word": false,
|
| 97 |
+
"special": true
|
| 98 |
+
},
|
| 99 |
+
"12": {
|
| 100 |
+
"content": "</tools>",
|
| 101 |
+
"lstrip": false,
|
| 102 |
+
"normalized": false,
|
| 103 |
+
"rstrip": false,
|
| 104 |
+
"single_word": false,
|
| 105 |
+
"special": true
|
| 106 |
+
},
|
| 107 |
+
"13": {
|
| 108 |
+
"content": "<tool_call>",
|
| 109 |
+
"lstrip": false,
|
| 110 |
+
"normalized": false,
|
| 111 |
+
"rstrip": false,
|
| 112 |
+
"single_word": false,
|
| 113 |
+
"special": true
|
| 114 |
+
},
|
| 115 |
+
"14": {
|
| 116 |
+
"content": "</tool_call>",
|
| 117 |
+
"lstrip": false,
|
| 118 |
+
"normalized": false,
|
| 119 |
+
"rstrip": false,
|
| 120 |
+
"single_word": false,
|
| 121 |
+
"special": true
|
| 122 |
+
},
|
| 123 |
+
"15": {
|
| 124 |
+
"content": "<tool_response>",
|
| 125 |
+
"lstrip": false,
|
| 126 |
+
"normalized": false,
|
| 127 |
+
"rstrip": false,
|
| 128 |
+
"single_word": false,
|
| 129 |
+
"special": true
|
| 130 |
+
},
|
| 131 |
+
"16": {
|
| 132 |
+
"content": "</tool_response>",
|
| 133 |
+
"lstrip": false,
|
| 134 |
+
"normalized": false,
|
| 135 |
+
"rstrip": false,
|
| 136 |
+
"single_word": false,
|
| 137 |
+
"special": true
|
| 138 |
+
},
|
| 139 |
+
"17": {
|
| 140 |
+
"content": "\"arguments\"",
|
| 141 |
+
"lstrip": false,
|
| 142 |
+
"normalized": false,
|
| 143 |
+
"rstrip": false,
|
| 144 |
+
"single_word": false,
|
| 145 |
+
"special": true
|
| 146 |
+
},
|
| 147 |
+
"18": {
|
| 148 |
+
"content": "\"name\"",
|
| 149 |
+
"lstrip": false,
|
| 150 |
+
"normalized": false,
|
| 151 |
+
"rstrip": false,
|
| 152 |
+
"single_word": false,
|
| 153 |
+
"special": true
|
| 154 |
+
},
|
| 155 |
+
"19": {
|
| 156 |
+
"content": "<arguments>",
|
| 157 |
+
"lstrip": false,
|
| 158 |
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}
|
| 1043 |
+
},
|
| 1044 |
+
"bos_token": "<s>",
|
| 1045 |
+
"chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
| 1046 |
+
"clean_up_tokenization_spaces": false,
|
| 1047 |
+
"eos_token": "</s>",
|
| 1048 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 1049 |
+
"pad_token": "</s>",
|
| 1050 |
+
"tokenizer_class": "PreTrainedTokenizerFast",
|
| 1051 |
+
"unk_token": "<unk>"
|
| 1052 |
+
}
|