Upload folder using huggingface_hub
Browse files- README.md +116 -6
- config.json +28 -0
- mergekit_config.yml +87 -0
- model-00001-of-00006.safetensors +3 -0
- model-00002-of-00006.safetensors +3 -0
- model-00003-of-00006.safetensors +3 -0
- model-00004-of-00006.safetensors +3 -0
- model-00005-of-00006.safetensors +3 -0
- model-00006-of-00006.safetensors +3 -0
- model.safetensors.index.json +1 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +0 -0
README.md
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---
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---
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base_model:
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- nvidia/Mistral-NeMo-Minitron-8B-Base
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library_name: transformers
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tags:
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- mergekit
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- merge
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---
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# merged
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This model was merged using the passthrough merge method.
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### Models Merged
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The following models were included in the merge:
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* [nvidia/Mistral-NeMo-Minitron-8B-Base](https://huggingface.co/nvidia/Mistral-NeMo-Minitron-8B-Base)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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dtype: bfloat16
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merge_method: passthrough
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slices:
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- sources:
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- layer_range: [0, 8]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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- sources:
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- layer_range: [8, 16]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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parameters:
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scale:
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- filter: o_proj
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value: 0.5
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- filter: down_proj
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value: 0.5
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- filter: q_proj
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value: 0.85355339059
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- filter: k_proj
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value: 0.85355339059
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- value: 1.0
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- sources:
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- layer_range: [8, 16]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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parameters:
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scale:
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- filter: q_proj
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value: 0.85355339059
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- filter: k_proj
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value: 0.85355339059
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- value: 1.0
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- sources:
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- layer_range: [16, 17]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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- sources:
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- layer_range: [17, 24]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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parameters:
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scale:
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- filter: o_proj
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value: 0.5
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- filter: down_proj
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value: 0.5
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- filter: q_proj
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value: 0.85355339059
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- filter: k_proj
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value: 0.85355339059
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- value: 1.0
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- sources:
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- layer_range: [17, 24]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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parameters:
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scale:
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- filter: q_proj
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value: 0.85355339059
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- filter: k_proj
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value: 0.85355339059
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- value: 1.0
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- sources:
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- layer_range: [24, 25]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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- sources:
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- layer_range: [25, 32]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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parameters:
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scale:
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- filter: o_proj
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value: 0.5
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- filter: down_proj
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value: 0.5
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- filter: q_proj
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value: 0.85355339059
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- filter: k_proj
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value: 0.85355339059
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- value: 1.0
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- sources:
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- layer_range: [25, 32]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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parameters:
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scale:
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- filter: q_proj
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value: 0.85355339059
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- filter: k_proj
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value: 0.85355339059
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- value: 1.0
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- sources:
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- layer_range: [32, 40]
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model: nvidia/Mistral-NeMo-Minitron-8B-Base
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```
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config.json
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{
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"_name_or_path": "nvidia/Mistral-NeMo-Minitron-8B-Base",
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"activation": "silu",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11520,
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"max_position_embeddings": 8192,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 62,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.44.0",
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"use_cache": true,
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"vocab_size": 131072
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}
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mergekit_config.yml
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dtype: bfloat16
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| 2 |
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merge_method: passthrough
|
| 3 |
+
slices:
|
| 4 |
+
- sources:
|
| 5 |
+
- layer_range: [0, 8]
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| 6 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 7 |
+
- sources:
|
| 8 |
+
- layer_range: [8, 16]
|
| 9 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 10 |
+
parameters:
|
| 11 |
+
scale:
|
| 12 |
+
- filter: o_proj
|
| 13 |
+
value: 0.5
|
| 14 |
+
- filter: down_proj
|
| 15 |
+
value: 0.5
|
| 16 |
+
- filter: q_proj
|
| 17 |
+
value: 0.85355339059
|
| 18 |
+
- filter: k_proj
|
| 19 |
+
value: 0.85355339059
|
| 20 |
+
- value: 1.0
|
| 21 |
+
- sources:
|
| 22 |
+
- layer_range: [8, 16]
|
| 23 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 24 |
+
parameters:
|
| 25 |
+
scale:
|
| 26 |
+
- filter: q_proj
|
| 27 |
+
value: 0.85355339059
|
| 28 |
+
- filter: k_proj
|
| 29 |
+
value: 0.85355339059
|
| 30 |
+
- value: 1.0
|
| 31 |
+
- sources:
|
| 32 |
+
- layer_range: [16, 17]
|
| 33 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 34 |
+
- sources:
|
| 35 |
+
- layer_range: [17, 24]
|
| 36 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 37 |
+
parameters:
|
| 38 |
+
scale:
|
| 39 |
+
- filter: o_proj
|
| 40 |
+
value: 0.5
|
| 41 |
+
- filter: down_proj
|
| 42 |
+
value: 0.5
|
| 43 |
+
- filter: q_proj
|
| 44 |
+
value: 0.85355339059
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| 45 |
+
- filter: k_proj
|
| 46 |
+
value: 0.85355339059
|
| 47 |
+
- value: 1.0
|
| 48 |
+
- sources:
|
| 49 |
+
- layer_range: [17, 24]
|
| 50 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 51 |
+
parameters:
|
| 52 |
+
scale:
|
| 53 |
+
- filter: q_proj
|
| 54 |
+
value: 0.85355339059
|
| 55 |
+
- filter: k_proj
|
| 56 |
+
value: 0.85355339059
|
| 57 |
+
- value: 1.0
|
| 58 |
+
- sources:
|
| 59 |
+
- layer_range: [24, 25]
|
| 60 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 61 |
+
- sources:
|
| 62 |
+
- layer_range: [25, 32]
|
| 63 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 64 |
+
parameters:
|
| 65 |
+
scale:
|
| 66 |
+
- filter: o_proj
|
| 67 |
+
value: 0.5
|
| 68 |
+
- filter: down_proj
|
| 69 |
+
value: 0.5
|
| 70 |
+
- filter: q_proj
|
| 71 |
+
value: 0.85355339059
|
| 72 |
+
- filter: k_proj
|
| 73 |
+
value: 0.85355339059
|
| 74 |
+
- value: 1.0
|
| 75 |
+
- sources:
|
| 76 |
+
- layer_range: [25, 32]
|
| 77 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
| 78 |
+
parameters:
|
| 79 |
+
scale:
|
| 80 |
+
- filter: q_proj
|
| 81 |
+
value: 0.85355339059
|
| 82 |
+
- filter: k_proj
|
| 83 |
+
value: 0.85355339059
|
| 84 |
+
- value: 1.0
|
| 85 |
+
- sources:
|
| 86 |
+
- layer_range: [32, 40]
|
| 87 |
+
model: nvidia/Mistral-NeMo-Minitron-8B-Base
|
model-00001-of-00006.safetensors
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size 4999749592
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model-00002-of-00006.safetensors
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size 4993554208
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model-00004-of-00006.safetensors
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version https://git-lfs.github.com/spec/v1
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size 50340304
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special_tokens_map.json
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"bos_token": {
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"eos_token": {
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tokenizer.json
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