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Browse files- 9b735fbe7433c2277099e22854a378930dfcd6f5e2977151d85b01e20e53db7b (4c56cb5e2750890d89f35db3a668c3fa8d2f45c3)
- README.md +29 -0
- config.json +128 -0
- model.safetensors +3 -0
- model.safetensors.index.json +459 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +41 -0
README.md
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---
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license: other
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tags:
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- trl
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- sft
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- generated_from_trainer
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- mlx
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base_model: apple/OpenELM-1_1B-Instruct
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model-index:
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- name: OpenELM_1.1b_UiRev_finetuned_V2
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results: []
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---
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# Paramstr/MLX_OpenELM_1.1b_UiRev_finetuned_V3
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The Model [Paramstr/MLX_OpenELM_1.1b_UiRev_finetuned_V3](https://huggingface.co/Paramstr/MLX_OpenELM_1.1b_UiRev_finetuned_V3) was converted to MLX format from [Paramstr/OpenELM_1.1b_UiRev_finetuned_V2](https://huggingface.co/Paramstr/OpenELM_1.1b_UiRev_finetuned_V2) using mlx-lm version **0.14.2**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("Paramstr/MLX_OpenELM_1.1b_UiRev_finetuned_V3")
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response = generate(model, tokenizer, prompt="hello", verbose=True)
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```
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config.json
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{
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"activation_fn_name": "swish",
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| 3 |
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"architectures": [
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| 4 |
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"OpenELMForCausalLM"
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| 5 |
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],
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| 6 |
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"auto_map": {
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| 7 |
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"AutoConfig": "apple/OpenELM-1_1B-Instruct--configuration_openelm.OpenELMConfig",
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| 8 |
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"AutoModelForCausalLM": "apple/OpenELM-1_1B-Instruct--modeling_openelm.OpenELMForCausalLM"
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| 9 |
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},
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| 10 |
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"bos_token_id": 1,
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| 11 |
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"eos_token_id": 2,
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| 12 |
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"ffn_dim_divisor": 256,
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| 13 |
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"ffn_multipliers": [
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| 14 |
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0.5,
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0.63,
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0.76,
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0.89,
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1.02,
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1.15,
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1.28,
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1.41,
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1.54,
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1.67,
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1.8,
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1.93,
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2.06,
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2.19,
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2.31,
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2.44,
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2.57,
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2.7,
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2.83,
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2.96,
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3.09,
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3.22,
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| 36 |
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3.35,
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| 37 |
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3.48,
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| 38 |
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3.61,
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3.74,
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| 40 |
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3.87,
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| 41 |
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4.0
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| 42 |
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],
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| 43 |
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"ffn_with_glu": true,
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| 44 |
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"head_dim": 64,
|
| 45 |
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"initializer_range": 0.02,
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| 46 |
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"max_context_length": 2048,
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| 47 |
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"model_dim": 2048,
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| 48 |
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"model_type": "openelm",
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| 49 |
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"normalization_layer_name": "rms_norm",
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| 50 |
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"normalize_qk_projections": true,
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| 51 |
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"num_gqa_groups": 4,
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| 52 |
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"num_kv_heads": [
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| 53 |
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4,
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4,
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4,
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5,
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5,
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5,
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5,
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5,
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5,
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5,
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6,
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6,
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6,
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6,
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6,
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6,
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6,
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7,
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7,
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7,
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7,
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7,
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7,
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8,
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8,
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8,
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| 80 |
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8
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| 81 |
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],
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| 82 |
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"num_query_heads": [
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| 83 |
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16,
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16,
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16,
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| 86 |
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20,
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20,
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20,
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20,
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20,
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20,
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24,
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24,
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24,
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24,
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24,
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24,
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28,
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28,
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28,
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28,
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28,
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28,
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32,
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| 108 |
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32,
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| 109 |
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32,
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| 110 |
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32
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| 111 |
+
],
|
| 112 |
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"num_transformer_layers": 28,
|
| 113 |
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"qkv_multipliers": [
|
| 114 |
+
0.5,
|
| 115 |
+
1.0
|
| 116 |
+
],
|
| 117 |
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"quantization": {
|
| 118 |
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"group_size": 64,
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| 119 |
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"bits": 4
|
| 120 |
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},
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| 121 |
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"rope_freq_constant": 10000,
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| 122 |
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"rope_max_length": 4096,
|
| 123 |
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"share_input_output_layers": true,
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| 124 |
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"torch_dtype": "float32",
|
| 125 |
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"transformers_version": "4.40.1",
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| 126 |
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"use_cache": true,
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| 127 |
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"vocab_size": 32000
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| 128 |
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:83851b0c2e163eea7b1c7f133a45b64b13b670ee4dc0ada792043eab5a0e2397
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| 3 |
+
size 607662906
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model.safetensors.index.json
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| 413 |
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|
| 414 |
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| 415 |
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| 416 |
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| 417 |
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| 418 |
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| 419 |
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| 420 |
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|
| 421 |
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| 422 |
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| 423 |
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| 424 |
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| 425 |
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| 426 |
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| 427 |
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| 428 |
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| 429 |
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| 430 |
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|
| 431 |
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"transformer.layers.8.ffn.proj_1.biases": "model.safetensors",
|
| 432 |
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"transformer.layers.8.ffn.proj_1.scales": "model.safetensors",
|
| 433 |
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"transformer.layers.8.ffn.proj_1.weight": "model.safetensors",
|
| 434 |
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"transformer.layers.8.ffn.proj_2.biases": "model.safetensors",
|
| 435 |
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"transformer.layers.8.ffn.proj_2.scales": "model.safetensors",
|
| 436 |
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"transformer.layers.8.ffn.proj_2.weight": "model.safetensors",
|
| 437 |
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"transformer.layers.8.ffn_norm.weight": "model.safetensors",
|
| 438 |
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"transformer.layers.9.attn.k_norm.weight": "model.safetensors",
|
| 439 |
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"transformer.layers.9.attn.out_proj.biases": "model.safetensors",
|
| 440 |
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"transformer.layers.9.attn.out_proj.scales": "model.safetensors",
|
| 441 |
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"transformer.layers.9.attn.out_proj.weight": "model.safetensors",
|
| 442 |
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"transformer.layers.9.attn.q_norm.weight": "model.safetensors",
|
| 443 |
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"transformer.layers.9.attn.qkv_proj.biases": "model.safetensors",
|
| 444 |
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"transformer.layers.9.attn.qkv_proj.scales": "model.safetensors",
|
| 445 |
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"transformer.layers.9.attn.qkv_proj.weight": "model.safetensors",
|
| 446 |
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"transformer.layers.9.attn_norm.weight": "model.safetensors",
|
| 447 |
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"transformer.layers.9.ffn.proj_1.biases": "model.safetensors",
|
| 448 |
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"transformer.layers.9.ffn.proj_1.scales": "model.safetensors",
|
| 449 |
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"transformer.layers.9.ffn.proj_1.weight": "model.safetensors",
|
| 450 |
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"transformer.layers.9.ffn.proj_2.biases": "model.safetensors",
|
| 451 |
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"transformer.layers.9.ffn.proj_2.scales": "model.safetensors",
|
| 452 |
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"transformer.layers.9.ffn.proj_2.weight": "model.safetensors",
|
| 453 |
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"transformer.layers.9.ffn_norm.weight": "model.safetensors",
|
| 454 |
+
"transformer.norm.weight": "model.safetensors",
|
| 455 |
+
"transformer.token_embeddings.biases": "model.safetensors",
|
| 456 |
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"transformer.token_embeddings.scales": "model.safetensors",
|
| 457 |
+
"transformer.token_embeddings.weight": "model.safetensors"
|
| 458 |
+
}
|
| 459 |
+
}
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,23 @@
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<s>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": false,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "</s>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": false,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"unk_token": {
|
| 17 |
+
"content": "<unk>",
|
| 18 |
+
"lstrip": false,
|
| 19 |
+
"normalized": false,
|
| 20 |
+
"rstrip": false,
|
| 21 |
+
"single_word": false
|
| 22 |
+
}
|
| 23 |
+
}
|
tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": true,
|
| 3 |
+
"add_eos_token": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"0": {
|
| 6 |
+
"content": "<unk>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
},
|
| 13 |
+
"1": {
|
| 14 |
+
"content": "<s>",
|
| 15 |
+
"lstrip": false,
|
| 16 |
+
"normalized": false,
|
| 17 |
+
"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
+
"special": true
|
| 20 |
+
},
|
| 21 |
+
"2": {
|
| 22 |
+
"content": "</s>",
|
| 23 |
+
"lstrip": false,
|
| 24 |
+
"normalized": false,
|
| 25 |
+
"rstrip": false,
|
| 26 |
+
"single_word": false,
|
| 27 |
+
"special": true
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"bos_token": "<s>",
|
| 31 |
+
"clean_up_tokenization_spaces": false,
|
| 32 |
+
"eos_token": "</s>",
|
| 33 |
+
"legacy": false,
|
| 34 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 35 |
+
"pad_token": null,
|
| 36 |
+
"padding_side": "right",
|
| 37 |
+
"sp_model_kwargs": {},
|
| 38 |
+
"tokenizer_class": "LlamaTokenizer",
|
| 39 |
+
"unk_token": "<unk>",
|
| 40 |
+
"use_default_system_prompt": false
|
| 41 |
+
}
|