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Browse files- README.md +22 -0
- config.json +32 -0
- mergekit_moe_config.yml +13 -0
- model-00001-of-00025.safetensors +3 -0
- model-00002-of-00025.safetensors +3 -0
- model-00003-of-00025.safetensors +3 -0
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- model.safetensors.index.json +1 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +44 -0
README.md
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---
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license: apache-2.0
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tags:
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- mergekit
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- lazymergekit
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- akameswa/mistral-7b-instruct-javascript-16bit
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- akameswa/mistral-7b-instruct-java-16bit
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- akameswa/mistral-7b-instruct-cpp-16bit
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- akameswa/mistral-7b-instruct-python-16bit
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---
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# mixtral-4x7b-instruct-code
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mixtral-4x7b-instruct-code is a MoE of the following models using [mergekit](https://github.com/cg123/mergekit):
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* [akameswa/mistral-7b-instruct-javascript-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-javascript-16bit)
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* [akameswa/mistral-7b-instruct-java-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-java-16bit)
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* [akameswa/mistral-7b-instruct-cpp-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-cpp-16bit)
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* [akameswa/mistral-7b-instruct-python-16bit](https://huggingface.co/akameswa/mistral-7b-instruct-python-16bit)
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## 🧩 Configuration
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```yaml```
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config.json
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{
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"_name_or_path": "akameswa/mistral-7b-instruct-v0.2-bnb-16bit",
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"architectures": [
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"MixtralForCausalLM"
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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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"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": "mixtral",
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"num_attention_heads": 32,
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"num_experts_per_tok": 2,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"num_local_experts": 4,
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"output_router_logits": false,
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"pad_token_id": 0,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"router_aux_loss_coef": 0.001,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.38.2",
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"unsloth_version": "2024.3",
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"use_cache": true,
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"vocab_size": 32000
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}
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mergekit_moe_config.yml
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base_model: akameswa/mistral-7b-instruct-v0.2-bnb-16bit
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gate_mode: hidden
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dtype: float16
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experts:
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- source_model: akameswa/mistral-7b-instruct-javascript-16bit
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positive_prompts: ["You are helpful a coding assistant good at javascript"]
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- source_model: akameswa/mistral-7b-instruct-java-16bit
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positive_prompts: ["You are helpful a coding assistant good at java"]
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- source_model: akameswa/mistral-7b-instruct-cpp-16bit
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positive_prompts: ["You are helpful a coding assistant good at cpp"]
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- source_model: akameswa/mistral-7b-instruct-python-16bit
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positive_prompts: ["You are helpful a coding assistant good at python"]
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special_tokens_map.json
ADDED
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{
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"bos_token": {
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"content": "<s>",
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4 |
+
"lstrip": false,
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5 |
+
"normalized": false,
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6 |
+
"rstrip": false,
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7 |
+
"single_word": false
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8 |
+
},
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9 |
+
"eos_token": {
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10 |
+
"content": "</s>",
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11 |
+
"lstrip": false,
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12 |
+
"normalized": false,
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13 |
+
"rstrip": false,
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14 |
+
"single_word": false
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+
},
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+
"pad_token": "<s>",
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17 |
+
"unk_token": {
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+
"content": "<unk>",
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+
"lstrip": false,
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20 |
+
"normalized": false,
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21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
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23 |
+
}
|
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+
}
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tokenizer.json
ADDED
The diff for this file is too large to render.
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tokenizer.model
ADDED
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+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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3 |
+
size 493443
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tokenizer_config.json
ADDED
@@ -0,0 +1,44 @@
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+
{
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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 |
+
},
|
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+
"1": {
|
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+
"content": "<s>",
|
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+
"lstrip": false,
|
16 |
+
"normalized": false,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
+
},
|
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+
"2": {
|
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+
"content": "</s>",
|
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+
"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
}
|
29 |
+
},
|
30 |
+
"additional_special_tokens": [],
|
31 |
+
"bos_token": "<s>",
|
32 |
+
"chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
|
33 |
+
"clean_up_tokenization_spaces": false,
|
34 |
+
"eos_token": "</s>",
|
35 |
+
"legacy": true,
|
36 |
+
"model_max_length": 32768,
|
37 |
+
"pad_token": "<s>",
|
38 |
+
"padding_side": "left",
|
39 |
+
"sp_model_kwargs": {},
|
40 |
+
"spaces_between_special_tokens": false,
|
41 |
+
"tokenizer_class": "LlamaTokenizer",
|
42 |
+
"unk_token": "<unk>",
|
43 |
+
"use_default_system_prompt": false
|
44 |
+
}
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