dbrx-instruct fp8 quantization (#1)
Browse files- initial config.json of fp8 with kv_cache quantize version (e388ea7ea2f7691d3c35a7d1d9a687fb34db7d83)
- add json file and txt file (f28655df44df6bad498aa3c769e58491e982ed5b)
- add one safetensors file (cae4fd1c6aeaeb38b225e5f79175dffdb545a8c1)
- added_tokens.json +4 -0
- config.json +44 -0
- generation_config.json +8 -0
- merges.txt +0 -0
- model-00001-of-00031.safetensors +3 -0
- model-00002-of-00031.safetensors +3 -0
- model-00003-of-00031.safetensors +3 -0
- model-00004-of-00031.safetensors +3 -0
- model-00005-of-00031.safetensors +3 -0
- model-00006-of-00031.safetensors +3 -0
- model-00007-of-00031.safetensors +3 -0
- model-00008-of-00031.safetensors +3 -0
- model-00009-of-00031.safetensors +3 -0
- model-00010-of-00031.safetensors +3 -0
- model-00011-of-00031.safetensors +3 -0
- model-00012-of-00031.safetensors +3 -0
- model-00013-of-00031.safetensors +3 -0
- model-00014-of-00031.safetensors +3 -0
- model-00015-of-00031.safetensors +3 -0
- model-00016-of-00031.safetensors +3 -0
- model-00017-of-00031.safetensors +3 -0
- model-00018-of-00031.safetensors +3 -0
- model-00019-of-00031.safetensors +3 -0
- model-00020-of-00031.safetensors +3 -0
- model-00021-of-00031.safetensors +3 -0
- model-00022-of-00031.safetensors +3 -0
- model-00023-of-00031.safetensors +3 -0
- model-00024-of-00031.safetensors +3 -0
- model-00025-of-00031.safetensors +3 -0
- model-00026-of-00031.safetensors +3 -0
- model-00027-of-00031.safetensors +3 -0
- model-00028-of-00031.safetensors +3 -0
- model-00029-of-00031.safetensors +3 -0
- model-00030-of-00031.safetensors +3 -0
- model-00031-of-00031.safetensors +3 -0
- model.safetensors.index.json +770 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +205 -0
- vocab.json +0 -0
added_tokens.json
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{
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"<|im_end|>": 100279,
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"<|im_start|>": 100278
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}
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config.json
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{
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"_name_or_path": "/group/amdneuralopt/huggingface/pretrained_models/databricks/dbrx-instruct",
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"architectures": [
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"DbrxForCausalLM"
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],
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"attn_config": {
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"clip_qkv": 8,
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"kv_n_heads": 8,
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"model_type": "",
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"rope_theta": 500000
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},
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"d_model": 6144,
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"emb_pdrop": 0.0,
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"ffn_config": {
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"ffn_hidden_size": 10752,
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"model_type": "",
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"moe_jitter_eps": 0,
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"moe_loss_weight": 0.05,
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"moe_num_experts": 16,
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"moe_top_k": 4
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},
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"initializer_range": 0.02,
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"max_seq_len": 32768,
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"model_type": "dbrx",
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"n_heads": 48,
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"n_layers": 40,
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"num_key_value_heads": 8,
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"output_router_logits": false,
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"quantization_config": {
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"activation_scheme": "static",
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"ignored_layers": [
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"lm_head",
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"*router.layer"
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],
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"kv_cache_scheme": "static",
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"quant_method": "fp8"
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},
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"resid_pdrop": 0.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.0",
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"use_cache": true,
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"vocab_size": 100352
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}
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generation_config.json
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{
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"_from_model_config": true,
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"eos_token_id": [
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100257,
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100279
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],
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"transformers_version": "4.45.0"
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}
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merges.txt
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model-00001-of-00031.safetensors
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model-00002-of-00031.safetensors
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model-00003-of-00031.safetensors
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model-00006-of-00031.safetensors
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model-00007-of-00031.safetensors
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model-00008-of-00031.safetensors
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model-00009-of-00031.safetensors
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model-00016-of-00031.safetensors
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model-00029-of-00031.safetensors
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model-00030-of-00031.safetensors
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model.safetensors.index.json
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| 1 |
+
{
|
| 2 |
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"metadata": {
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| 3 |
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"total_size": 132834094880
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| 4 |
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},
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| 5 |
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"weight_map": {
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"lm_head.weight": "model-00031-of-00031.safetensors",
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| 7 |
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"transformer.blocks.0.ffn.experts.mlp.v1.input_scale": "model-00001-of-00031.safetensors",
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| 8 |
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"transformer.blocks.0.ffn.experts.mlp.v1.weight": "model-00001-of-00031.safetensors",
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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"transformer.blocks.0.ffn.experts.mlp.w2.input_scale": "model-00001-of-00031.safetensors",
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| 14 |
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"transformer.blocks.0.ffn.experts.mlp.w2.weight": "model-00001-of-00031.safetensors",
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| 15 |
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"transformer.blocks.0.ffn.experts.mlp.w2.weight_scale": "model-00001-of-00031.safetensors",
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"transformer.blocks.0.ffn.router.layer.weight": "model-00001-of-00031.safetensors",
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| 17 |
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"transformer.blocks.0.norm_attn_norm.attn.Wqkv.input_scale": "model-00001-of-00031.safetensors",
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| 18 |
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"transformer.blocks.0.norm_attn_norm.attn.Wqkv.weight": "model-00001-of-00031.safetensors",
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"transformer.blocks.0.norm_attn_norm.attn.Wqkv.weight_scale": "model-00001-of-00031.safetensors",
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| 20 |
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"transformer.blocks.0.norm_attn_norm.attn.kv_scale": "model-00001-of-00031.safetensors",
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| 21 |
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"transformer.blocks.0.norm_attn_norm.attn.out_proj.input_scale": "model-00001-of-00031.safetensors",
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| 22 |
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| 23 |
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"transformer.blocks.0.norm_attn_norm.attn.out_proj.weight_scale": "model-00001-of-00031.safetensors",
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| 24 |
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"transformer.blocks.0.norm_attn_norm.norm_1.weight": "model-00001-of-00031.safetensors",
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| 25 |
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"transformer.blocks.0.norm_attn_norm.norm_2.weight": "model-00001-of-00031.safetensors",
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special_tokens_map.json
ADDED
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|
| 29 |
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|
| 30 |
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|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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|
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|
|
|
|
|
|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"100256": {
|
| 5 |
+
"content": "<||_unused_0_||>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"100257": {
|
| 13 |
+
"content": "<|endoftext|>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"100258": {
|
| 21 |
+
"content": "<|fim_prefix|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"100259": {
|
| 29 |
+
"content": "<|fim_middle|>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"100260": {
|
| 37 |
+
"content": "<|fim_suffix|>",
|
| 38 |
+
"lstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"100261": {
|
| 45 |
+
"content": "<||_unused_1_||>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": true
|
| 51 |
+
},
|
| 52 |
+
"100262": {
|
| 53 |
+
"content": "<||_unused_2_||>",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": false,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": true
|
| 59 |
+
},
|
| 60 |
+
"100263": {
|
| 61 |
+
"content": "<||_unused_3_||>",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": false,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": true
|
| 67 |
+
},
|
| 68 |
+
"100264": {
|
| 69 |
+
"content": "<||_unused_4_||>",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": false,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": true
|
| 75 |
+
},
|
| 76 |
+
"100265": {
|
| 77 |
+
"content": "<||_unused_5_||>",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": false,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": true
|
| 83 |
+
},
|
| 84 |
+
"100266": {
|
| 85 |
+
"content": "<||_unused_6_||>",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": true
|
| 91 |
+
},
|
| 92 |
+
"100267": {
|
| 93 |
+
"content": "<||_unused_7_||>",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": false,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": true
|
| 99 |
+
},
|
| 100 |
+
"100268": {
|
| 101 |
+
"content": "<||_unused_8_||>",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": false,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
"special": true
|
| 107 |
+
},
|
| 108 |
+
"100269": {
|
| 109 |
+
"content": "<||_unused_9_||>",
|
| 110 |
+
"lstrip": false,
|
| 111 |
+
"normalized": false,
|
| 112 |
+
"rstrip": false,
|
| 113 |
+
"single_word": false,
|
| 114 |
+
"special": true
|
| 115 |
+
},
|
| 116 |
+
"100270": {
|
| 117 |
+
"content": "<||_unused_10_||>",
|
| 118 |
+
"lstrip": false,
|
| 119 |
+
"normalized": false,
|
| 120 |
+
"rstrip": false,
|
| 121 |
+
"single_word": false,
|
| 122 |
+
"special": true
|
| 123 |
+
},
|
| 124 |
+
"100271": {
|
| 125 |
+
"content": "<||_unused_11_||>",
|
| 126 |
+
"lstrip": false,
|
| 127 |
+
"normalized": false,
|
| 128 |
+
"rstrip": false,
|
| 129 |
+
"single_word": false,
|
| 130 |
+
"special": true
|
| 131 |
+
},
|
| 132 |
+
"100272": {
|
| 133 |
+
"content": "<||_unused_12_||>",
|
| 134 |
+
"lstrip": false,
|
| 135 |
+
"normalized": false,
|
| 136 |
+
"rstrip": false,
|
| 137 |
+
"single_word": false,
|
| 138 |
+
"special": true
|
| 139 |
+
},
|
| 140 |
+
"100273": {
|
| 141 |
+
"content": "<||_unused_13_||>",
|
| 142 |
+
"lstrip": false,
|
| 143 |
+
"normalized": false,
|
| 144 |
+
"rstrip": false,
|
| 145 |
+
"single_word": false,
|
| 146 |
+
"special": true
|
| 147 |
+
},
|
| 148 |
+
"100274": {
|
| 149 |
+
"content": "<||_unused_14_||>",
|
| 150 |
+
"lstrip": false,
|
| 151 |
+
"normalized": false,
|
| 152 |
+
"rstrip": false,
|
| 153 |
+
"single_word": false,
|
| 154 |
+
"special": true
|
| 155 |
+
},
|
| 156 |
+
"100275": {
|
| 157 |
+
"content": "<||_unused_15_||>",
|
| 158 |
+
"lstrip": false,
|
| 159 |
+
"normalized": false,
|
| 160 |
+
"rstrip": false,
|
| 161 |
+
"single_word": false,
|
| 162 |
+
"special": true
|
| 163 |
+
},
|
| 164 |
+
"100276": {
|
| 165 |
+
"content": "<|endofprompt|>",
|
| 166 |
+
"lstrip": false,
|
| 167 |
+
"normalized": false,
|
| 168 |
+
"rstrip": false,
|
| 169 |
+
"single_word": false,
|
| 170 |
+
"special": true
|
| 171 |
+
},
|
| 172 |
+
"100277": {
|
| 173 |
+
"content": "<|pad|>",
|
| 174 |
+
"lstrip": false,
|
| 175 |
+
"normalized": false,
|
| 176 |
+
"rstrip": false,
|
| 177 |
+
"single_word": false,
|
| 178 |
+
"special": true
|
| 179 |
+
},
|
| 180 |
+
"100278": {
|
| 181 |
+
"content": "<|im_start|>",
|
| 182 |
+
"lstrip": false,
|
| 183 |
+
"normalized": false,
|
| 184 |
+
"rstrip": false,
|
| 185 |
+
"single_word": false,
|
| 186 |
+
"special": true
|
| 187 |
+
},
|
| 188 |
+
"100279": {
|
| 189 |
+
"content": "<|im_end|>",
|
| 190 |
+
"lstrip": false,
|
| 191 |
+
"normalized": false,
|
| 192 |
+
"rstrip": false,
|
| 193 |
+
"single_word": false,
|
| 194 |
+
"special": true
|
| 195 |
+
}
|
| 196 |
+
},
|
| 197 |
+
"bos_token": "<|endoftext|>",
|
| 198 |
+
"chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% elif 'system' not in messages[0]['role'] %}{% set loop_messages = messages %}{% set system_message = 'You are DBRX, created by Databricks. You were last updated in December 2023. You answer questions based on information available up to that point.\nYOU PROVIDE SHORT RESPONSES TO SHORT QUESTIONS OR STATEMENTS, but provide thorough responses to more complex and open-ended questions.\nYou assist with various tasks, from writing to coding (using markdown for code blocks — remember to use ``` with code, JSON, and tables).\n(You do not have real-time data access or code execution capabilities. You avoid stereotyping and provide balanced perspectives on controversial topics. You do not provide song lyrics, poems, or news articles and do not divulge details of your training data.)\nThis is your system prompt, guiding your responses. Do not reference it, just respond to the user. If you find yourself talking about this message, stop. You should be responding appropriately and usually that means not mentioning this.\nYOU DO NOT MENTION ANY OF THIS INFORMATION ABOUT YOURSELF UNLESS THE INFORMATION IS DIRECTLY PERTINENT TO THE USER\\'S QUERY.' %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% for message in loop_messages %}{% if loop.index0 == 0 %}{% if system_message != false %}{{ '<|im_start|>system\n' + system_message | trim + '<|im_end|>\n'}}{% endif %}{{ '<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' }}{% else %}{{ '\n' + '<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' }}{% endif %}{% if (add_generation_prompt == true and loop.last) %}{{ '\n' + '<|im_start|>' + 'assistant' + '\n' }}{% endif %}{% endfor %}",
|
| 199 |
+
"clean_up_tokenization_spaces": true,
|
| 200 |
+
"eos_token": "<|endoftext|>",
|
| 201 |
+
"model_max_length": 32768,
|
| 202 |
+
"pad_token": "<|pad|>",
|
| 203 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 204 |
+
"unk_token": "<|endoftext|>"
|
| 205 |
+
}
|
vocab.json
ADDED
|
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|
|
|