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Browse files- README.md +45 -0
- added_tokens.json +5 -0
- config.json +28 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +298 -0
- special_tokens_map.json +20 -0
- tokenizer.json +0 -0
- tokenizer_config.json +43 -0
- training_args.bin +3 -0
- training_params.json +48 -0
- vocab.json +0 -0
README.md
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---
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tags:
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- autotrain
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- text-generation-inference
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- text-generation
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library_name: transformers
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base_model: Qwen/Qwen1.5-1.8B
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widget:
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- messages:
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- role: user
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content: What is your favorite condiment?
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license: other
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---
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# Model Trained Using AutoTrain
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This model was trained using AutoTrain. For more information, please visit [AutoTrain](https://hf.co/docs/autotrain).
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# Usage
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model_path = "PATH_TO_THIS_REPO"
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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model = AutoModelForCausalLM.from_pretrained(
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model_path,
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device_map="auto",
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torch_dtype='auto'
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).eval()
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# Prompt content: "hi"
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messages = [
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{"role": "user", "content": "hi"}
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]
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input_ids = tokenizer.apply_chat_template(conversation=messages, tokenize=True, add_generation_prompt=True, return_tensors='pt')
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output_ids = model.generate(input_ids.to('cuda'))
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response = tokenizer.decode(output_ids[0][input_ids.shape[1]:], skip_special_tokens=True)
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# Model response: "Hello! How can I assist you today?"
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print(response)
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```
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added_tokens.json
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{
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"<|endoftext|>": 151643,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644
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}
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config.json
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{
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"_name_or_path": "Qwen/Qwen1.5-1.8B",
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"architectures": [
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"Qwen2ForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 5504,
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"max_position_embeddings": 32768,
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"max_window_layers": 21,
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"model_type": "qwen2",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"num_key_value_heads": 16,
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"rms_norm_eps": 1e-06,
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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": "float32",
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"transformers_version": "4.44.2",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151646
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}
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generation_config.json
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{
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"bos_token_id": 151643,
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"eos_token_id": 151643,
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"max_new_tokens": 2048,
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"transformers_version": "4.44.2"
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}
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merges.txt
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The diff for this file is too large to render.
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model-00001-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bff20d9462cd1aae518651b959751e1df2e59b2f11850b53614ea345b5aec69
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size 4998022120
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model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3250b6c394e2b519c475443e7459cb7c304fe63c7936ad1c3fc99ee521d3ec4d
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size 2344574304
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model.safetensors.index.json
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"model.norm.weight": "model-00002-of-00002.safetensors"
|
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|
298 |
+
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special_tokens_map.json
ADDED
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|
1 |
+
{
|
2 |
+
"additional_special_tokens": [
|
3 |
+
"<|im_start|>",
|
4 |
+
"<|im_end|>"
|
5 |
+
],
|
6 |
+
"eos_token": {
|
7 |
+
"content": "<|endoftext|>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": false,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false
|
12 |
+
},
|
13 |
+
"pad_token": {
|
14 |
+
"content": "<|endoftext|>",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": false,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false
|
19 |
+
}
|
20 |
+
}
|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"151643": {
|
5 |
+
"content": "<|endoftext|>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": false,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
},
|
12 |
+
"151644": {
|
13 |
+
"content": "<|im_start|>",
|
14 |
+
"lstrip": false,
|
15 |
+
"normalized": false,
|
16 |
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"rstrip": false,
|
17 |
+
"single_word": false,
|
18 |
+
"special": true
|
19 |
+
},
|
20 |
+
"151645": {
|
21 |
+
"content": "<|im_end|>",
|
22 |
+
"lstrip": false,
|
23 |
+
"normalized": false,
|
24 |
+
"rstrip": false,
|
25 |
+
"single_word": false,
|
26 |
+
"special": true
|
27 |
+
}
|
28 |
+
},
|
29 |
+
"additional_special_tokens": [
|
30 |
+
"<|im_start|>",
|
31 |
+
"<|im_end|>"
|
32 |
+
],
|
33 |
+
"bos_token": null,
|
34 |
+
"chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful assistant<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
35 |
+
"clean_up_tokenization_spaces": false,
|
36 |
+
"eos_token": "<|endoftext|>",
|
37 |
+
"errors": "replace",
|
38 |
+
"model_max_length": 2048,
|
39 |
+
"pad_token": "<|endoftext|>",
|
40 |
+
"split_special_tokens": false,
|
41 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
42 |
+
"unk_token": null
|
43 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7a78ba41cc878d7c35cccea4fc006925c0207fd79b61c8a40af3792a2a31da20
|
3 |
+
size 5496
|
training_params.json
ADDED
@@ -0,0 +1,48 @@
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|
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|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"model": "Qwen/Qwen1.5-1.8B",
|
3 |
+
"project_name": "autotrain-qwen15-18-sft-slm",
|
4 |
+
"data_path": "formatted_data/training_wiki/",
|
5 |
+
"train_split": "train",
|
6 |
+
"valid_split": null,
|
7 |
+
"add_eos_token": true,
|
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"block_size": 1024,
|
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"model_max_length": 2048,
|
10 |
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"padding": "right",
|
11 |
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"trainer": "sft",
|
12 |
+
"use_flash_attention_2": false,
|
13 |
+
"log": "none",
|
14 |
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"disable_gradient_checkpointing": false,
|
15 |
+
"logging_steps": -1,
|
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"eval_strategy": "epoch",
|
17 |
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"save_total_limit": 1,
|
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"auto_find_batch_size": false,
|
19 |
+
"mixed_precision": "fp16",
|
20 |
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"lr": 0.0001,
|
21 |
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"epochs": 2,
|
22 |
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"batch_size": 2,
|
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"warmup_ratio": 0.1,
|
24 |
+
"gradient_accumulation": 4,
|
25 |
+
"optimizer": "adamw_torch",
|
26 |
+
"scheduler": "linear",
|
27 |
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"weight_decay": 0.0,
|
28 |
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"max_grad_norm": 1.0,
|
29 |
+
"seed": 42,
|
30 |
+
"chat_template": null,
|
31 |
+
"quantization": "int4",
|
32 |
+
"target_modules": "all-linear",
|
33 |
+
"merge_adapter": false,
|
34 |
+
"peft": false,
|
35 |
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"lora_r": 16,
|
36 |
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"lora_alpha": 32,
|
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"lora_dropout": 0.05,
|
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"model_ref": null,
|
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"dpo_beta": 0.1,
|
40 |
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"max_prompt_length": 128,
|
41 |
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"max_completion_length": null,
|
42 |
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"prompt_text_column": null,
|
43 |
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"text_column": "formatted_text",
|
44 |
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"rejected_text_column": null,
|
45 |
+
"push_to_hub": true,
|
46 |
+
"username": "dtumkaya",
|
47 |
+
"unsloth": false
|
48 |
+
}
|
vocab.json
ADDED
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See raw diff
|
|