初始化项目，由ModelHub XC社区提供模型
Model: mostafaamiri/persian_llama_7B_merged Source: Original Platform
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README.md
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README.md
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---
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license: bsd
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datasets:
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- vicgalle/alpaca-gpt4
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language:
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- fa
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metrics:
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- accuracy
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pipeline_tag: text-generation
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---
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This model is Llama2-7B fine-tuned model which trained on farsi-wiki(approximately 180 milion token) and translated ALPACA dataset.
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We extend tokenizer by 19954 new token with BPE algorithm running on persian dataset.
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Use this code to run model on you input:
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```
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from transformers import AutoTokenizer, LlamaModelForCausalLM
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model = LlamaModelForCausalLM.from_pretrained("mostafaamiri/persian_llama_7B_merged")
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tokenizer = AutoTokenizer.from_pretrained(""mostafaamiri/persian_llama_7B_merged"")
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instruction = "برای رفتن به کوهنوردی چه وسایلی را با خود ببرم؟"
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prompt = [
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"""Below is an instruction that describes a task.
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Write a response that appropriately completes the request.\n\n
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### Instruction:\n\n{instruction}\n\n\n### Response:\n\n\n"""
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]
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model.to("cuda")
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generated_ids = model.generate(**tokenizer(prompt, return_tensors='pt').to("cuda"))
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print(tokenizer.batch_decode(generated_ids)[0])
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```
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config.json
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config.json
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{
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"_name_or_path": "/home/mostafa/Desktop/llm-project/text-generation-webui/models/full_model",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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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": 11008,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.36.0",
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"use_cache": true,
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"vocab_size": 51954
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}
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generation_config.json
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{
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"bos_token_id": 1,
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"do_sample": true,
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"eos_token_id": 2,
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"max_length": 4096,
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"pad_token_id": 0,
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"temperature": 0.6,
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"top_p": 0.9,
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"transformers_version": "4.36.0"
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}
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|
||||
}
|
||||
}
|
||||
33
readme.md
Normal file
33
readme.md
Normal file
@@ -0,0 +1,33 @@
|
||||
|
||||
|
||||
|
||||
Hi! I'm your first Markdown file in **StackEdit**. If you want to learn about StackEdit, you can read me. If you want to play with Markdown, you can edit me. Once you have finished with me, you can create new files by opening the **file explorer** on the left corner of the navigation bar.
|
||||
|
||||
| Section |
|
||||
| ------------------------------------------------------ |
|
||||
| [How to use](#how-to-use) |
|
||||
| [Training and Fine-tuning](#training-and-fine-tuning) |
|
||||
| [System Performance](#system-Performance) |
|
||||
| [Output instances](#output-instance) |
|
||||
|
||||
|
||||
## How to use
|
||||
|
||||
1. ### </> Use in code:
|
||||
|
||||
The file explorer is accessible using the button in left corner of the navigation bar. You can create a new file by clicking the **New file** button in the file explorer. You can also create folders by clicking the **New folder** button.
|
||||
|
||||
2. ### 🖥️ Use [text-generation-webui](https://github.com/oobabooga/text-generation-webui):
|
||||
The file explorer is accessible using the button in left corner of the navigation bar. You can create a new file by clicking the **New file** button in the file explorer. You can also create folders by clicking the **New folder** button.
|
||||
|
||||
## Training and Fine-tuning
|
||||
|
||||
All your files and folders are presented as a tree in the file explorer. You can switch from one to another by clicking a file in the tree.
|
||||
|
||||
## System Performance
|
||||
|
||||
You can rename the current file by clicking the file name in the navigation bar or by clicking the **Rename** button in the file explorer.
|
||||
|
||||
## Output instances
|
||||
|
||||
You can delete the current file by clicking the **Remove** button in the file explorer. The file will be moved into the **Trash** folder and automatically deleted after 7 days of inactivity.
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:78e0803c7ea783eae5378dfa5c348d1f53e08c6f0b1efd837e36d4988672d8c5
|
||||
size 937676
|
||||
43
tokenizer_config.json
Normal file
43
tokenizer_config.json
Normal file
@@ -0,0 +1,43 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": true,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [],
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "<unk>",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": true,
|
||||
"use_fast": true
|
||||
}
|
||||
Reference in New Issue
Block a user