Update rp.yml
Browse files
rp.yml
CHANGED
@@ -1,110 +1 @@
|
|
1 |
-
|
2 |
-
model_type: AutoModelForCausalLM
|
3 |
-
tokenizer_type: AutoTokenizer
|
4 |
-
|
5 |
-
hub_model_id: NewEden/32b-rp
|
6 |
-
hub_strategy: "all_checkpoints"
|
7 |
-
push_dataset_to_hub:
|
8 |
-
hf_use_auth_token: true
|
9 |
-
|
10 |
-
plugins:
|
11 |
-
- axolotl.integrations.liger.LigerPlugin
|
12 |
-
- axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
|
13 |
-
liger_rope: true
|
14 |
-
liger_rms_norm: true
|
15 |
-
liger_layer_norm: true
|
16 |
-
liger_glu_activation: true
|
17 |
-
liger_fused_linear_cross_entropy: false
|
18 |
-
cut_cross_entropy: true
|
19 |
-
|
20 |
-
load_in_8bit: false
|
21 |
-
load_in_4bit: false
|
22 |
-
strict: false
|
23 |
-
|
24 |
-
datasets:
|
25 |
-
- path: NewEden/RP-logs-V2-Experimental-prefixed
|
26 |
-
type: dan-chat-advanced
|
27 |
-
- path: NewEden/Creative_Writing-Complexity
|
28 |
-
type: dan-chat-advanced
|
29 |
-
- path: NewEden/Discord-Filtered
|
30 |
-
type: dan-chat-advanced
|
31 |
-
- path: NewEden/DeepseekRP-Filtered
|
32 |
-
type: dan-chat-advanced
|
33 |
-
- path: NewEden/Storium-Prefixed-Clean
|
34 |
-
type: dan-chat-advanced
|
35 |
-
- path: NewEden/Basket-Weaving-Filtered
|
36 |
-
type: dan-chat-advanced
|
37 |
-
- path: NewEden/LIMARP-Complexity
|
38 |
-
type: dan-chat-advancedd
|
39 |
-
- path: NewEden/Misc-Data-Sharegpt-Prefixed
|
40 |
-
type: dan-chat-advanced
|
41 |
-
- path: NewEden/BlueSky-10K-Complexity
|
42 |
-
type: dan-chat-advanced
|
43 |
-
- path: NewEden/OpenCAI-ShareGPT
|
44 |
-
type: dan-chat-advanced
|
45 |
-
- path: NewEden/Basket-Weaving-Filtered
|
46 |
-
type: dan-chat-advanced
|
47 |
-
- path: PocketDoc/Dans-Personamaxx-VN
|
48 |
-
type: dan-chat-advanced
|
49 |
-
- path: PocketDoc/Dans-Kinomaxx-VanillaBackrooms
|
50 |
-
type: dan-chat-advanced
|
51 |
-
dataset_prepared_path: prepared_data
|
52 |
-
val_set_size: 0.02
|
53 |
-
output_dir: ./qwq-inst
|
54 |
-
|
55 |
-
sequence_len: 32768
|
56 |
-
sample_packing: true
|
57 |
-
pad_to_sequence_len: true
|
58 |
-
|
59 |
-
# adapter: lora
|
60 |
-
# lora_model_dir:
|
61 |
-
# lora_r: 128
|
62 |
-
# lora_alpha: 16
|
63 |
-
# lora_dropout: 0.05
|
64 |
-
# lora_target_modules:
|
65 |
-
# - gate_proj
|
66 |
-
# - down_proj
|
67 |
-
# - up_proj
|
68 |
-
# - q_proj
|
69 |
-
# - v_proj
|
70 |
-
# - k_proj
|
71 |
-
# - o_proj
|
72 |
-
|
73 |
-
wandb_project: qwq
|
74 |
-
wandb_entity:
|
75 |
-
wandb_watch:
|
76 |
-
wandb_name: rp-attempt-01
|
77 |
-
wandb_log_model:
|
78 |
-
|
79 |
-
gradient_accumulation_steps: 2
|
80 |
-
micro_batch_size: 2
|
81 |
-
num_epochs: 4
|
82 |
-
optimizer: adamw_bnb_8bit
|
83 |
-
lr_scheduler: cosine
|
84 |
-
learning_rate: 3.17e-5
|
85 |
-
|
86 |
-
train_on_inputs: false
|
87 |
-
group_by_length: false
|
88 |
-
bf16: auto
|
89 |
-
fp16:
|
90 |
-
tf32: false
|
91 |
-
|
92 |
-
gradient_checkpointing: true
|
93 |
-
early_stopping_patience:
|
94 |
-
resume_from_checkpoint:
|
95 |
-
local_rank:
|
96 |
-
logging_steps: 1
|
97 |
-
xformers_attention:
|
98 |
-
flash_attention: true
|
99 |
-
|
100 |
-
warmup_steps: 40
|
101 |
-
evals_per_epoch: 4
|
102 |
-
eval_table_size: 128
|
103 |
-
eval_max_new_tokens:
|
104 |
-
saves_per_epoch: 2
|
105 |
-
debug:
|
106 |
-
deepspeed: deepspeed_configs/zero3_bf16.json
|
107 |
-
weight_decay: 0.02
|
108 |
-
fsdp:
|
109 |
-
fsdp_config:
|
110 |
-
special_tokens:
|
|
|
1 |
+
https://huggingface.co/datasets/Delta-Vector/Configs/blob/main/mag.yml
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|