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Browse files- README.md +43 -0
- checkpoint-2710/config.json +39 -0
- checkpoint-2710/generation_config.json +6 -0
- checkpoint-2710/merges.txt +0 -0
- checkpoint-2710/model.safetensors +3 -0
- checkpoint-2710/optimizer.pt +3 -0
- checkpoint-2710/rng_state.pth +3 -0
- checkpoint-2710/scheduler.pt +3 -0
- checkpoint-2710/special_tokens_map.json +6 -0
- checkpoint-2710/tokenizer.json +0 -0
- checkpoint-2710/tokenizer_config.json +21 -0
- checkpoint-2710/trainer_state.json +785 -0
- checkpoint-2710/training_args.bin +3 -0
- checkpoint-2710/vocab.json +0 -0
- config.json +39 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +6 -0
- tokenizer.json +0 -0
- tokenizer_config.json +21 -0
- training_args.bin +3 -0
- training_params.json +47 -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
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library_name: transformers
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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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checkpoint-2710/config.json
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{
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"_name_or_path": "openai-community/gpt2-large",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 1280,
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"n_head": 20,
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"n_inner": null,
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"n_layer": 36,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.39.0",
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"use_cache": false,
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"vocab_size": 50257
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}
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checkpoint-2710/generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.39.0"
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}
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checkpoint-2710/merges.txt
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checkpoint-2710/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5a15ef31765c9e9b172ebcb64d85327c9d4484629d79ea9ff6cf3b7483a8003d
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size 3096165928
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checkpoint-2710/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e8875ba32cbc2f0b30a4d320eed065f6a0ea8e3514e66371c5aa021de354919
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size 6192613990
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checkpoint-2710/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:45793735436f7e4a8a81f44f5ce0c8a4cc9dde9192db3ab6853a12db0f4332e5
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size 14244
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checkpoint-2710/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:53209d3b04f2f87654e5fe11597929f698f1fdb8df2f753da6225f7ac79a2eb4
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size 1064
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checkpoint-2710/special_tokens_map.json
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{
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"pad_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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checkpoint-2710/tokenizer.json
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checkpoint-2710/tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"50256": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<|endoftext|>",
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"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"model_max_length": 1024,
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"pad_token": "<|endoftext|>",
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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checkpoint-2710/trainer_state.json
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:57cc466fd18dfb7c394a2a1288f323cff10b0010bcb009b9a2dd7e4198d3ba10
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+
size 4984
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checkpoint-2710/vocab.json
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config.json
ADDED
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{
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+
"_name_or_path": "openai-community/gpt2-large",
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3 |
+
"activation_function": "gelu_new",
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4 |
+
"architectures": [
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5 |
+
"GPT2LMHeadModel"
|
6 |
+
],
|
7 |
+
"attn_pdrop": 0.1,
|
8 |
+
"bos_token_id": 50256,
|
9 |
+
"embd_pdrop": 0.1,
|
10 |
+
"eos_token_id": 50256,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"layer_norm_epsilon": 1e-05,
|
13 |
+
"model_type": "gpt2",
|
14 |
+
"n_ctx": 1024,
|
15 |
+
"n_embd": 1280,
|
16 |
+
"n_head": 20,
|
17 |
+
"n_inner": null,
|
18 |
+
"n_layer": 36,
|
19 |
+
"n_positions": 1024,
|
20 |
+
"reorder_and_upcast_attn": false,
|
21 |
+
"resid_pdrop": 0.1,
|
22 |
+
"scale_attn_by_inverse_layer_idx": false,
|
23 |
+
"scale_attn_weights": true,
|
24 |
+
"summary_activation": null,
|
25 |
+
"summary_first_dropout": 0.1,
|
26 |
+
"summary_proj_to_labels": true,
|
27 |
+
"summary_type": "cls_index",
|
28 |
+
"summary_use_proj": true,
|
29 |
+
"task_specific_params": {
|
30 |
+
"text-generation": {
|
31 |
+
"do_sample": true,
|
32 |
+
"max_length": 50
|
33 |
+
}
|
34 |
+
},
|
35 |
+
"torch_dtype": "float32",
|
36 |
+
"transformers_version": "4.39.0",
|
37 |
+
"use_cache": false,
|
38 |
+
"vocab_size": 50257
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+
}
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generation_config.json
ADDED
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{
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2 |
+
"_from_model_config": true,
|
3 |
+
"bos_token_id": 50256,
|
4 |
+
"eos_token_id": 50256,
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5 |
+
"transformers_version": "4.39.0"
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}
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merges.txt
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model.safetensors
ADDED
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:5a15ef31765c9e9b172ebcb64d85327c9d4484629d79ea9ff6cf3b7483a8003d
|
3 |
+
size 3096165928
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special_tokens_map.json
ADDED
@@ -0,0 +1,6 @@
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|
1 |
+
{
|
2 |
+
"bos_token": "<|endoftext|>",
|
3 |
+
"eos_token": "<|endoftext|>",
|
4 |
+
"pad_token": "<|endoftext|>",
|
5 |
+
"unk_token": "<|endoftext|>"
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}
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tokenizer.json
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tokenizer_config.json
ADDED
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|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"added_tokens_decoder": {
|
4 |
+
"50256": {
|
5 |
+
"content": "<|endoftext|>",
|
6 |
+
"lstrip": false,
|
7 |
+
"normalized": true,
|
8 |
+
"rstrip": false,
|
9 |
+
"single_word": false,
|
10 |
+
"special": true
|
11 |
+
}
|
12 |
+
},
|
13 |
+
"bos_token": "<|endoftext|>",
|
14 |
+
"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
15 |
+
"clean_up_tokenization_spaces": true,
|
16 |
+
"eos_token": "<|endoftext|>",
|
17 |
+
"model_max_length": 1024,
|
18 |
+
"pad_token": "<|endoftext|>",
|
19 |
+
"tokenizer_class": "GPT2Tokenizer",
|
20 |
+
"unk_token": "<|endoftext|>"
|
21 |
+
}
|
training_args.bin
ADDED
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|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:57cc466fd18dfb7c394a2a1288f323cff10b0010bcb009b9a2dd7e4198d3ba10
|
3 |
+
size 4984
|
training_params.json
ADDED
@@ -0,0 +1,47 @@
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|
1 |
+
{
|
2 |
+
"model": "openai-community/gpt2-large",
|
3 |
+
"project_name": "gpt2-large-open-assistant-guanaco",
|
4 |
+
"data_path": "timdettmers/openassistant-guanaco",
|
5 |
+
"train_split": "train",
|
6 |
+
"valid_split": "test",
|
7 |
+
"add_eos_token": false,
|
8 |
+
"block_size": -1,
|
9 |
+
"model_max_length": 1024,
|
10 |
+
"padding": null,
|
11 |
+
"trainer": "sft",
|
12 |
+
"use_flash_attention_2": false,
|
13 |
+
"log": "none",
|
14 |
+
"disable_gradient_checkpointing": false,
|
15 |
+
"logging_steps": -1,
|
16 |
+
"evaluation_strategy": "epoch",
|
17 |
+
"save_total_limit": 1,
|
18 |
+
"save_strategy": "epoch",
|
19 |
+
"auto_find_batch_size": false,
|
20 |
+
"mixed_precision": null,
|
21 |
+
"lr": 0.0002,
|
22 |
+
"epochs": 1,
|
23 |
+
"batch_size": 2,
|
24 |
+
"warmup_ratio": 0.1,
|
25 |
+
"gradient_accumulation": 1,
|
26 |
+
"optimizer": "adamw_torch",
|
27 |
+
"scheduler": "linear",
|
28 |
+
"weight_decay": 0.0,
|
29 |
+
"max_grad_norm": 1.0,
|
30 |
+
"seed": 42,
|
31 |
+
"chat_template": null,
|
32 |
+
"quantization": null,
|
33 |
+
"target_modules": null,
|
34 |
+
"merge_adapter": false,
|
35 |
+
"peft": false,
|
36 |
+
"lora_r": 16,
|
37 |
+
"lora_alpha": 32,
|
38 |
+
"lora_dropout": 0.05,
|
39 |
+
"model_ref": null,
|
40 |
+
"dpo_beta": 0.1,
|
41 |
+
"prompt_text_column": "prompt",
|
42 |
+
"text_column": "text",
|
43 |
+
"rejected_text_column": "rejected",
|
44 |
+
"push_to_hub": true,
|
45 |
+
"repo_id": "sovitrath/gpt2_large_openassistant_guanaco_qlora",
|
46 |
+
"username": null
|
47 |
+
}
|
vocab.json
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