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Model: arcee-ai/MyAlee-Qwen-Instruct-v2-16k-v1 Source: Original Platform
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150
.ipynb_checkpoints/README-checkpoint.md
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.ipynb_checkpoints/README-checkpoint.md
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---
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||||
license: apache-2.0
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||||
base_model: Qwen/Qwen2-7B
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||||
tags:
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||||
- generated_from_trainer
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||||
model-index:
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||||
- name: outputs/out
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||||
results: []
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||||
---
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||||
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||||
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
||||
should probably proofread and complete it, then remove this comment. -->
|
||||
|
||||
[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
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<details><summary>See axolotl config</summary>
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axolotl version: `0.4.1`
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||||
```yaml
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base_model: Qwen/Qwen2-7B
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||||
trust_remote_code: true
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||||
chat_template: chatml
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||||
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||||
load_in_8bit: false
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||||
# load_in_4bit: true
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||||
strict: false
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||||
|
||||
datasets:
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||||
- path: arcee-ai/MyAlee-Education-Instructions-V2
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type: sharegpt
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||||
field_messages: messages
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||||
- path: Crystalcareai/Orca-Reka
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||||
type: alpaca
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||||
|
||||
dataset_prepared_path:
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||||
val_set_size: 0
|
||||
output_dir: ./outputs/out
|
||||
|
||||
sequence_len: 16384
|
||||
sample_packing: true
|
||||
eval_sample_packing: false
|
||||
pad_to_sequence_len: true
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||||
|
||||
# adapter: qlora
|
||||
# lora_model_dir:
|
||||
# lora_r: 32
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||||
# lora_alpha: 64
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||||
# lora_dropout: 0.05
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||||
# lora_target_linear: true
|
||||
# lora_fan_in_fan_out:
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||||
|
||||
# wandb_project: qwen2-education
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# wandb_entity:
|
||||
# wandb_watch:
|
||||
# wandb_name:
|
||||
# wandb_log_model:
|
||||
|
||||
gradient_accumulation_steps: 4
|
||||
micro_batch_size: 1
|
||||
num_epochs: 5
|
||||
optimizer: adamw_torch_fused
|
||||
lr_scheduler: cosine
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||||
learning_rate: 1e-5
|
||||
|
||||
train_on_inputs: false
|
||||
group_by_length: false
|
||||
bf16: auto
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||||
fp16:
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||||
tf32: true
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||||
|
||||
gradient_checkpointing: true
|
||||
gradient_checkpointing_kwargs:
|
||||
use_reentrant: false
|
||||
early_stopping_patience:
|
||||
resume_from_checkpoint:
|
||||
local_rank:
|
||||
logging_steps: 1
|
||||
xformers_attention:
|
||||
flash_attention: true
|
||||
|
||||
warmup_steps: 10
|
||||
evals_per_epoch: 0
|
||||
saves_per_epoch: 1
|
||||
max_total_saves: 2
|
||||
debug:
|
||||
deepspeed: /workspace/axolotl/deepspeed_configs/zero3_bf16.json
|
||||
weight_decay: 0.1
|
||||
# fsdp:
|
||||
# - full_shard
|
||||
# - auto_wrap
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||||
# fsdp_config:
|
||||
# fsdp_limit_all_gathers: true
|
||||
# fsdp_sync_module_states: true
|
||||
# fsdp_offload_params: true
|
||||
# fsdp_use_orig_params: false
|
||||
# fsdp_cpu_ram_efficient_loading: true
|
||||
# fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP
|
||||
# fsdp_transformer_layer_cls_to_wrap: Qwen2DecoderLayer
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||||
# fsdp_state_dict_type: FULL_STATE_DICT
|
||||
special_tokens:
|
||||
pad_token: "<|endoftext|>"
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||||
eos_token: "<|im_end|>"
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||||
```
|
||||
|
||||
</details><br>
|
||||
|
||||
# outputs/out
|
||||
|
||||
This model is a fine-tuned version of [Qwen/Qwen2-7B](https://huggingface.co/Qwen/Qwen2-7B) on the None dataset.
|
||||
|
||||
## Model description
|
||||
|
||||
More information needed
|
||||
|
||||
## Intended uses & limitations
|
||||
|
||||
More information needed
|
||||
|
||||
## Training and evaluation data
|
||||
|
||||
More information needed
|
||||
|
||||
## Training procedure
|
||||
|
||||
### Training hyperparameters
|
||||
|
||||
The following hyperparameters were used during training:
|
||||
- learning_rate: 1e-05
|
||||
- train_batch_size: 1
|
||||
- eval_batch_size: 1
|
||||
- seed: 42
|
||||
- distributed_type: multi-GPU
|
||||
- num_devices: 8
|
||||
- gradient_accumulation_steps: 4
|
||||
- total_train_batch_size: 32
|
||||
- total_eval_batch_size: 8
|
||||
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
||||
- lr_scheduler_type: cosine
|
||||
- lr_scheduler_warmup_steps: 10
|
||||
- num_epochs: 5
|
||||
|
||||
### Training results
|
||||
|
||||
|
||||
|
||||
### Framework versions
|
||||
|
||||
- Transformers 4.41.2
|
||||
- Pytorch 2.1.1+cu121
|
||||
- Datasets 2.19.1
|
||||
- Tokenizers 0.19.1
|
||||
151388
.ipynb_checkpoints/merges-checkpoint.txt
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151388
.ipynb_checkpoints/merges-checkpoint.txt
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File diff suppressed because it is too large
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150
README.md
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150
README.md
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@@ -0,0 +1,150 @@
|
||||
---
|
||||
license: apache-2.0
|
||||
base_model: Qwen/Qwen2-7B
|
||||
tags:
|
||||
- generated_from_trainer
|
||||
model-index:
|
||||
- name: outputs/out
|
||||
results: []
|
||||
---
|
||||
|
||||
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
||||
should probably proofread and complete it, then remove this comment. -->
|
||||
|
||||
[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
|
||||
<details><summary>See axolotl config</summary>
|
||||
|
||||
axolotl version: `0.4.1`
|
||||
```yaml
|
||||
base_model: Qwen/Qwen2-7B
|
||||
trust_remote_code: true
|
||||
chat_template: chatml
|
||||
|
||||
load_in_8bit: false
|
||||
# load_in_4bit: true
|
||||
strict: false
|
||||
|
||||
datasets:
|
||||
- path: arcee-ai/MyAlee-Education-Instructions-V2
|
||||
type: sharegpt
|
||||
field_messages: messages
|
||||
- path: Crystalcareai/Orca-Reka
|
||||
type: alpaca
|
||||
|
||||
dataset_prepared_path:
|
||||
val_set_size: 0
|
||||
output_dir: ./outputs/out
|
||||
|
||||
sequence_len: 16384
|
||||
sample_packing: true
|
||||
eval_sample_packing: false
|
||||
pad_to_sequence_len: true
|
||||
|
||||
# adapter: qlora
|
||||
# lora_model_dir:
|
||||
# lora_r: 32
|
||||
# lora_alpha: 64
|
||||
# lora_dropout: 0.05
|
||||
# lora_target_linear: true
|
||||
# lora_fan_in_fan_out:
|
||||
|
||||
# wandb_project: qwen2-education
|
||||
# wandb_entity:
|
||||
# wandb_watch:
|
||||
# wandb_name:
|
||||
# wandb_log_model:
|
||||
|
||||
gradient_accumulation_steps: 4
|
||||
micro_batch_size: 1
|
||||
num_epochs: 5
|
||||
optimizer: adamw_torch_fused
|
||||
lr_scheduler: cosine
|
||||
learning_rate: 1e-5
|
||||
|
||||
train_on_inputs: false
|
||||
group_by_length: false
|
||||
bf16: auto
|
||||
fp16:
|
||||
tf32: true
|
||||
|
||||
gradient_checkpointing: true
|
||||
gradient_checkpointing_kwargs:
|
||||
use_reentrant: false
|
||||
early_stopping_patience:
|
||||
resume_from_checkpoint:
|
||||
local_rank:
|
||||
logging_steps: 1
|
||||
xformers_attention:
|
||||
flash_attention: true
|
||||
|
||||
warmup_steps: 10
|
||||
evals_per_epoch: 0
|
||||
saves_per_epoch: 1
|
||||
max_total_saves: 2
|
||||
debug:
|
||||
deepspeed: /workspace/axolotl/deepspeed_configs/zero3_bf16.json
|
||||
weight_decay: 0.1
|
||||
# fsdp:
|
||||
# - full_shard
|
||||
# - auto_wrap
|
||||
# fsdp_config:
|
||||
# fsdp_limit_all_gathers: true
|
||||
# fsdp_sync_module_states: true
|
||||
# fsdp_offload_params: true
|
||||
# fsdp_use_orig_params: false
|
||||
# fsdp_cpu_ram_efficient_loading: true
|
||||
# fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP
|
||||
# fsdp_transformer_layer_cls_to_wrap: Qwen2DecoderLayer
|
||||
# fsdp_state_dict_type: FULL_STATE_DICT
|
||||
special_tokens:
|
||||
pad_token: "<|endoftext|>"
|
||||
eos_token: "<|im_end|>"
|
||||
```
|
||||
|
||||
</details><br>
|
||||
|
||||
# outputs/out
|
||||
|
||||
This model is a fine-tuned version of [Qwen/Qwen2-7B](https://huggingface.co/Qwen/Qwen2-7B) on the None dataset.
|
||||
|
||||
## Model description
|
||||
|
||||
More information needed
|
||||
|
||||
## Intended uses & limitations
|
||||
|
||||
More information needed
|
||||
|
||||
## Training and evaluation data
|
||||
|
||||
More information needed
|
||||
|
||||
## Training procedure
|
||||
|
||||
### Training hyperparameters
|
||||
|
||||
The following hyperparameters were used during training:
|
||||
- learning_rate: 1e-05
|
||||
- train_batch_size: 1
|
||||
- eval_batch_size: 1
|
||||
- seed: 42
|
||||
- distributed_type: multi-GPU
|
||||
- num_devices: 8
|
||||
- gradient_accumulation_steps: 4
|
||||
- total_train_batch_size: 32
|
||||
- total_eval_batch_size: 8
|
||||
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
||||
- lr_scheduler_type: cosine
|
||||
- lr_scheduler_warmup_steps: 10
|
||||
- num_epochs: 5
|
||||
|
||||
### Training results
|
||||
|
||||
|
||||
|
||||
### Framework versions
|
||||
|
||||
- Transformers 4.41.2
|
||||
- Pytorch 2.1.1+cu121
|
||||
- Datasets 2.19.1
|
||||
- Tokenizers 0.19.1
|
||||
5
added_tokens.json
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5
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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||||
27
config.json
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config.json
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||||
{
|
||||
"_name_or_path": "Qwen/Qwen2-7B",
|
||||
"architectures": [
|
||||
"Qwen2ForCausalLM"
|
||||
],
|
||||
"attention_dropout": 0.0,
|
||||
"eos_token_id": 151645,
|
||||
"hidden_act": "silu",
|
||||
"hidden_size": 3584,
|
||||
"initializer_range": 0.02,
|
||||
"intermediate_size": 18944,
|
||||
"max_position_embeddings": 131072,
|
||||
"max_window_layers": 28,
|
||||
"model_type": "qwen2",
|
||||
"num_attention_heads": 28,
|
||||
"num_hidden_layers": 28,
|
||||
"num_key_value_heads": 4,
|
||||
"rms_norm_eps": 1e-06,
|
||||
"rope_theta": 1000000.0,
|
||||
"sliding_window": 131072,
|
||||
"tie_word_embeddings": false,
|
||||
"torch_dtype": "bfloat16",
|
||||
"transformers_version": "4.41.2",
|
||||
"use_cache": false,
|
||||
"use_sliding_window": false,
|
||||
"vocab_size": 152064
|
||||
}
|
||||
1
configuration.json
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1
configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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||||
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"max_new_tokens": 2048,
|
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"transformers_version": "4.41.2"
|
||||
}
|
||||
151388
merges.txt
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151388
merges.txt
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||||
"model.norm.weight": "model-00003-of-00004.safetensors"
|
||||
}
|
||||
}
|
||||
20
special_tokens_map.json
Normal file
20
special_tokens_map.json
Normal file
@@ -0,0 +1,20 @@
|
||||
{
|
||||
"additional_special_tokens": [
|
||||
"<|im_start|>",
|
||||
"<|im_end|>"
|
||||
],
|
||||
"eos_token": {
|
||||
"content": "<|im_end|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
303112
tokenizer.json
Normal file
303112
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
43
tokenizer_config.json
Normal file
43
tokenizer_config.json
Normal file
@@ -0,0 +1,43 @@
|
||||
{
|
||||
"add_prefix_space": false,
|
||||
"added_tokens_decoder": {
|
||||
"151643": {
|
||||
"content": "<|endoftext|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"151644": {
|
||||
"content": "<|im_start|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"151645": {
|
||||
"content": "<|im_end|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"additional_special_tokens": [
|
||||
"<|im_start|>",
|
||||
"<|im_end|>"
|
||||
],
|
||||
"bos_token": null,
|
||||
"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 %}",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "<|im_end|>",
|
||||
"errors": "replace",
|
||||
"model_max_length": 32768,
|
||||
"pad_token": "<|endoftext|>",
|
||||
"split_special_tokens": false,
|
||||
"tokenizer_class": "Qwen2Tokenizer",
|
||||
"unk_token": null
|
||||
}
|
||||
1
vocab.json
Normal file
1
vocab.json
Normal file
File diff suppressed because one or more lines are too long
Reference in New Issue
Block a user