AlekseiPravdin
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Browse files- README.md +49 -0
- merge/README.md +47 -0
- merge/config.json +27 -0
- merge/mergekit_config.yml +16 -0
- merge/model-00001-of-00015.safetensors +3 -0
- merge/model-00002-of-00015.safetensors +3 -0
- merge/model-00003-of-00015.safetensors +3 -0
- merge/model-00004-of-00015.safetensors +3 -0
- merge/model-00005-of-00015.safetensors +3 -0
- merge/model-00006-of-00015.safetensors +3 -0
- merge/model-00007-of-00015.safetensors +3 -0
- merge/model-00008-of-00015.safetensors +3 -0
- merge/model-00009-of-00015.safetensors +3 -0
- merge/model-00010-of-00015.safetensors +3 -0
- merge/model-00011-of-00015.safetensors +3 -0
- merge/model-00012-of-00015.safetensors +3 -0
- merge/model-00013-of-00015.safetensors +3 -0
- merge/model-00014-of-00015.safetensors +3 -0
- merge/model-00015-of-00015.safetensors +3 -0
- merge/model.safetensors.index.json +1 -0
- merge/special_tokens_map.json +23 -0
- merge/tokenizer.json +0 -0
- merge/tokenizer.model +3 -0
- merge/tokenizer_config.json +43 -0
- slerp_config.yaml +16 -0
README.md
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---
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license: apache-2.0
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tags:
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- merge
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- mergekit
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- lazymergekit
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- Nitral-AI/KukulStanta-7B
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- AlekseiPravdin/Seamaiiza-7B-v1
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---
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# KukulStanta-Seamaiiza-slerp-merge4
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KukulStanta-Seamaiiza-slerp-merge4 is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
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* [Nitral-AI/KukulStanta-7B](https://huggingface.co/Nitral-AI/KukulStanta-7B)
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* [AlekseiPravdin/Seamaiiza-7B-v1](https://huggingface.co/AlekseiPravdin/Seamaiiza-7B-v1)
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## 🧩 Configuration
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```yamlbase_model: Nitral-AI/KukulStanta-7B
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dtype: float16
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merge_method: slerp
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parameters:
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t:
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- filter: self_attn
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value:
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- 0
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- 0.5
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- 0.3
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- 0.7
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- 1
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- filter: mlp
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value:
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- 1
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- 0.5
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- 0.7
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- 0.3
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- 0
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- value: 0.5
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slices:
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- sources:
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- layer_range:
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- 0
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- 31
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model: Nitral-AI/KukulStanta-7B
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- layer_range:
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- 0
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- 31
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model: AlekseiPravdin/Seamaiiza-7B-v1
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```
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merge/README.md
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---
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base_model:
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- Nitral-AI/KukulStanta-7B
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- AlekseiPravdin/Seamaiiza-7B-v1
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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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# merge
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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 SLERP merge method.
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### Models Merged
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The following models were included in the merge:
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* [Nitral-AI/KukulStanta-7B](https://huggingface.co/Nitral-AI/KukulStanta-7B)
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* [AlekseiPravdin/Seamaiiza-7B-v1](https://huggingface.co/AlekseiPravdin/Seamaiiza-7B-v1)
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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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slices:
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- sources:
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- model: Nitral-AI/KukulStanta-7B
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layer_range: [0, 31]
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- model: AlekseiPravdin/Seamaiiza-7B-v1
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layer_range: [0, 31]
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merge_method: slerp
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base_model: Nitral-AI/KukulStanta-7B
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: float16
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```
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merge/config.json
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{
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"_name_or_path": "Nitral-AI/KukulStanta-7B",
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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": 14336,
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 31,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.44.0",
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"use_cache": true,
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"vocab_size": 32000
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}
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merge/mergekit_config.yml
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slices:
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- sources:
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- model: Nitral-AI/KukulStanta-7B
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layer_range: [0, 31]
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- model: AlekseiPravdin/Seamaiiza-7B-v1
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layer_range: [0, 31]
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merge_method: slerp
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base_model: Nitral-AI/KukulStanta-7B
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parameters:
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t:
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- filter: self_attn
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value: [0, 0.5, 0.3, 0.7, 1]
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- filter: mlp
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value: [1, 0.5, 0.7, 0.3, 0]
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- value: 0.5
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dtype: float16
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merge/model-00001-of-00015.safetensors
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merge/model.safetensors.index.json
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{"metadata": {"mergekit_version": "0.0.4.4", "total_size": 14047240192}, "weight_map": {"lm_head.weight": "model-00001-of-00015.safetensors", "model.embed_tokens.weight": "model-00001-of-00015.safetensors", "model.layers.0.input_layernorm.weight": "model-00001-of-00015.safetensors", "model.layers.0.mlp.down_proj.weight": "model-00001-of-00015.safetensors", "model.layers.0.mlp.gate_proj.weight": "model-00001-of-00015.safetensors", "model.layers.0.mlp.up_proj.weight": "model-00001-of-00015.safetensors", "model.layers.0.post_attention_layernorm.weight": "model-00001-of-00015.safetensors", "model.layers.0.self_attn.k_proj.weight": "model-00001-of-00015.safetensors", "model.layers.0.self_attn.o_proj.weight": "model-00001-of-00015.safetensors", "model.layers.0.self_attn.q_proj.weight": "model-00001-of-00015.safetensors", "model.layers.0.self_attn.v_proj.weight": "model-00001-of-00015.safetensors", "model.layers.1.input_layernorm.weight": "model-00001-of-00015.safetensors", 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merge/special_tokens_map.json
ADDED
@@ -0,0 +1,23 @@
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+
{
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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
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+
}
|
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+
}
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merge/tokenizer.json
ADDED
The diff for this file is too large to render.
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merge/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
|
3 |
+
size 493443
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merge/tokenizer_config.json
ADDED
@@ -0,0 +1,43 @@
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+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": null,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": false,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": false,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": false,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"additional_special_tokens": [],
|
32 |
+
"bos_token": "<s>",
|
33 |
+
"clean_up_tokenization_spaces": false,
|
34 |
+
"eos_token": "</s>",
|
35 |
+
"legacy": true,
|
36 |
+
"model_max_length": 1000000000000000019884624838656,
|
37 |
+
"pad_token": null,
|
38 |
+
"sp_model_kwargs": {},
|
39 |
+
"spaces_between_special_tokens": false,
|
40 |
+
"tokenizer_class": "LlamaTokenizer",
|
41 |
+
"unk_token": "<unk>",
|
42 |
+
"use_default_system_prompt": false
|
43 |
+
}
|
slerp_config.yaml
ADDED
@@ -0,0 +1,16 @@
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|
1 |
+
slices:
|
2 |
+
- sources:
|
3 |
+
- model: Nitral-AI/KukulStanta-7B
|
4 |
+
layer_range: [0, 31]
|
5 |
+
- model: AlekseiPravdin/Seamaiiza-7B-v1
|
6 |
+
layer_range: [0, 31]
|
7 |
+
merge_method: slerp
|
8 |
+
base_model: Nitral-AI/KukulStanta-7B
|
9 |
+
parameters:
|
10 |
+
t:
|
11 |
+
- filter: self_attn
|
12 |
+
value: [0, 0.5, 0.3, 0.7, 1]
|
13 |
+
- filter: mlp
|
14 |
+
value: [1, 0.5, 0.7, 0.3, 0]
|
15 |
+
- value: 0.5
|
16 |
+
dtype: float16
|