0343a72cc9
* add glm support + patch * lint * lint * Update examples/glm4/glm-4-6v-flash-qlora.yaml Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update examples/glm4/glm-4-6v-flash-qlora.yaml Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update src/axolotl/processing_strategies.py Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * patch removed * lint * lint2 * docs + rename * rmv moe * docs * removed processor * sdpa T_T" * ddp_find_unused_parameters: true * muti gpu yaml tested both * muti gpu yaml tested both * Update examples/glm46v/README.md Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update examples/glm46v/README.md Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * Update examples/glm46v/README.md Co-authored-by: NanoCode012 <kevinvong@rocketmail.com> * rmv text only section + v5 comments * rename --------- Co-authored-by: Ved <ved.work2024@gmail.com> Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>
51 lines
895 B
YAML
51 lines
895 B
YAML
base_model: zai-org/GLM-4.6V-Flash
|
|
trust_remote_code: true
|
|
|
|
processor_type: AutoProcessor
|
|
load_in_4bit: true
|
|
|
|
# these 3 lines are needed for now to handle vision chat templates w images
|
|
skip_prepare_dataset: true
|
|
remove_unused_columns: false
|
|
sample_packing: false
|
|
|
|
output_dir: ./outputs/glm-4-6v-flash-qlora
|
|
datasets:
|
|
- path: HuggingFaceH4/llava-instruct-mix-vsft
|
|
type: chat_template
|
|
split: train[:1%]
|
|
|
|
adapter: qlora
|
|
lora_r: 16
|
|
lora_alpha: 32
|
|
lora_dropout: 0.05
|
|
lora_target_modules:
|
|
- gate_proj
|
|
- down_proj
|
|
- up_proj
|
|
- q_proj
|
|
- v_proj
|
|
- k_proj
|
|
- o_proj
|
|
|
|
sequence_len: 2048
|
|
|
|
gradient_accumulation_steps: 4
|
|
micro_batch_size: 1
|
|
num_epochs: 1
|
|
optimizer: adamw_8bit
|
|
lr_scheduler: cosine
|
|
learning_rate: 0.0002
|
|
|
|
bf16: auto
|
|
tf32: false
|
|
|
|
gradient_checkpointing: true
|
|
logging_steps: 1
|
|
sdp_attention: true
|
|
|
|
warmup_ratio: 0.1
|
|
evals_per_epoch: 0
|
|
saves_per_epoch: 1
|
|
weight_decay: 0.0
|