| | --- |
| | library_name: peft |
| | license: apache-2.0 |
| | base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b |
| | tags: |
| | - generated_from_trainer |
| | datasets: |
| | - Personamaxx-VN.json |
| | - NewEden/LIMARP-Complexity |
| | - NewEden/PIPPA-Mega-Filtered |
| | - NewEden/OpenCAI-ShareGPT |
| | - NewEden/Creative_Writing-Complexity |
| | - NewEden/Light-Novels-Roleplay-Logs-Books-Oh-My-duplicate-turns-removed |
| | - prosemaxx-adventure-failuremaxx.json |
| | - NewEden/Books-V2-ShareGPT |
| | - NewEden/Deepseek-V3-RP-Filtered |
| | - NewEden/BlueSky-10K-Complexity |
| | - NewEden/Final-Alpindale-LNs-ShareGPT |
| | - NewEden/DeepseekRP-Filtered |
| | - NewEden/RP-logs-V2-Experimental |
| | - anthracite-org/kalo_opus_misc_240827 |
| | - anthracite-org/kalo_misc_part2 |
| | - NewEden/vanilla-backrooms-claude-sharegpt |
| | - NewEden/Storium-Prefixed-Clean |
| | model-index: |
| | - name: output/Francois-V2 |
| | 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/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl) |
| | <details><summary>See axolotl config</summary> |
| |
|
| | axolotl version: `0.8.0` |
| | ```yaml |
| | base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b |
| | ## Liger+CCE |
| | plugins: |
| | - axolotl.integrations.liger.LigerPlugin |
| | # - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin |
| | liger_rope: true |
| | liger_rms_norm: true |
| | liger_layer_norm: true |
| | liger_glu_activation: true |
| | liger_fused_linear_cross_entropy: false |
| | #cut_cross_entropy: false |
| | |
| | load_in_8bit: false |
| | load_in_4bit: false |
| | strict: false |
| | |
| | datasets: |
| | - path: Personamaxx-VN.json |
| | type: dan-chat-advanced |
| | - path: NewEden/LIMARP-Complexity |
| | type: dan-chat-advanced |
| | - path: NewEden/PIPPA-Mega-Filtered |
| | type: dan-chat-advanced |
| | - path: NewEden/OpenCAI-ShareGPT |
| | type: dan-chat-advanced |
| | - path: NewEden/Creative_Writing-Complexity |
| | type: dan-chat-advanced |
| | - path: NewEden/Light-Novels-Roleplay-Logs-Books-Oh-My-duplicate-turns-removed |
| | type: dan-chat-advanced |
| | - path: prosemaxx-adventure-failuremaxx.json |
| | type: dan-chat-advanced |
| | - path: NewEden/Books-V2-ShareGPT |
| | type: dan-chat-advanced |
| | - path: NewEden/Deepseek-V3-RP-Filtered |
| | type: dan-chat-advanced |
| | - path: NewEden/BlueSky-10K-Complexity |
| | type: dan-chat-advanced |
| | - path: NewEden/Final-Alpindale-LNs-ShareGPT |
| | type: dan-chat-advanced |
| | - path: NewEden/DeepseekRP-Filtered |
| | type: dan-chat-advanced |
| | - path: NewEden/RP-logs-V2-Experimental |
| | type: dan-chat-advanced |
| | - path: anthracite-org/kalo_opus_misc_240827 |
| | type: dan-chat-advanced |
| | - path: anthracite-org/kalo_misc_part2 |
| | type: dan-chat-advanced |
| | - path: NewEden/vanilla-backrooms-claude-sharegpt |
| | type: dan-chat-advanced |
| | - path: NewEden/Storium-Prefixed-Clean |
| | type: dan-chat-advanced |
| | |
| | |
| | ## LOra so we dont fuck brains |
| | adapter: lora |
| | lora_model_dir: |
| | lora_r: 128 |
| | lora_alpha: 16 |
| | lora_dropout: 0.05 |
| | peft_use_rslora: true |
| | lora_target_modules: |
| | - gate_proj |
| | - down_proj |
| | - up_proj |
| | - q_proj |
| | - v_proj |
| | - k_proj |
| | - o_proj |
| | |
| | #lora_modules_to_save: |
| | # - embed_tokens |
| | # - lm_head |
| | shuffle_merged_datasets: true |
| | dataset_prepared_path: prepared_data |
| | output_dir: ./output/Francois-V2 |
| | |
| | |
| | ## Ctx Length |
| | sequence_len: 16384 |
| | sample_packing: true |
| | eval_sample_packing: false |
| | pad_to_sequence_len: false |
| | #batch_flattening: true |
| | |
| | #torch_compile: auto # Optional[Union[Literal["auto"], bool]] |
| | #torch_compile_backend: # Optional[str] |
| | ## Wandb |
| | wandb_project: Francois |
| | wandb_entity: |
| | wandb_watch: |
| | wandb_name: v3 |
| | wandb_log_model: |
| | |
| | ## Hparams |
| | gradient_accumulation_steps: 2 |
| | micro_batch_size: 2 |
| | num_epochs: 4 |
| | optimizer: paged_ademamix_8bit |
| | lr_scheduler: cosine |
| | learning_rate: 3e-5 |
| | max_grad_norm: 0.0001 |
| | weight_decay: 0.02 |
| | warmup_steps: 40 |
| | |
| | train_on_inputs: false |
| | group_by_length: false |
| | bf16: auto |
| | fp16: |
| | tf32: false |
| | |
| | ## Unsloth is broken, Use grad-ckpting. |
| | gradient_checkpointing: true |
| | early_stopping_patience: |
| | #resume_from_checkpoint: /home/ubuntu/Mango/axolotl/outputs/checkpoint-1088 |
| | local_rank: |
| | logging_steps: 1 |
| | xformers_attention: False |
| | flash_attention: True |
| | s2_attention: |
| | |
| | |
| | ## Evals |
| | val_set_size: 0.0025 |
| | evals_per_epoch: 4 |
| | eval_table_size: |
| | eval_max_new_tokens: 128 |
| | saves_per_epoch: 2 |
| | debug: |
| | # Multi-GPU |
| | deepspeed: ./deepspeed_configs/zero2.json |
| | fsdp: |
| | fsdp_config: |
| | special_tokens: |
| | pad_token: <pad> |
| | |
| | ``` |
| |
|
| | </details><br> |
| |
|
| | # output/Francois-V2 |
| |
|
| | This model is a fine-tuned version of [PocketDoc/Dans-PersonalityEngine-V1.1.0-12b](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b) on the Personamaxx-VN.json, the NewEden/LIMARP-Complexity, the NewEden/PIPPA-Mega-Filtered, the NewEden/OpenCAI-ShareGPT, the NewEden/Creative_Writing-Complexity, the NewEden/Light-Novels-Roleplay-Logs-Books-Oh-My-duplicate-turns-removed, the prosemaxx-adventure-failuremaxx.json, the NewEden/Books-V2-ShareGPT, the NewEden/Deepseek-V3-RP-Filtered, the NewEden/BlueSky-10K-Complexity, the NewEden/Final-Alpindale-LNs-ShareGPT, the NewEden/DeepseekRP-Filtered, the NewEden/RP-logs-V2-Experimental, the anthracite-org/kalo_opus_misc_240827, the anthracite-org/kalo_misc_part2, the NewEden/vanilla-backrooms-claude-sharegpt and the NewEden/Storium-Prefixed-Clean datasets. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 2.1779 |
| |
|
| | ## 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: 3e-05 |
| | - train_batch_size: 2 |
| | - eval_batch_size: 2 |
| | - seed: 42 |
| | - distributed_type: multi-GPU |
| | - num_devices: 8 |
| | - gradient_accumulation_steps: 2 |
| | - total_train_batch_size: 32 |
| | - total_eval_batch_size: 16 |
| | - optimizer: Use paged_ademamix_8bit and the args are: |
| | No additional optimizer arguments |
| | - lr_scheduler_type: cosine |
| | - lr_scheduler_warmup_steps: 40 |
| | - num_epochs: 4.0 |
| | |
| | ### Training results |
| | |
| | | Training Loss | Epoch | Step | Validation Loss | |
| | |:-------------:|:------:|:----:|:---------------:| |
| | | 1.731 | 0.0023 | 1 | 2.4143 | |
| | | 1.451 | 0.2506 | 109 | 2.3014 | |
| | | 1.4026 | 0.5011 | 218 | 2.2824 | |
| | | 1.6573 | 0.7517 | 327 | 2.2581 | |
| | | 1.587 | 1.0023 | 436 | 2.2424 | |
| | | 1.2928 | 1.2529 | 545 | 2.2229 | |
| | | 1.4023 | 1.5034 | 654 | 2.2034 | |
| | | 1.6312 | 1.7540 | 763 | 2.1959 | |
| | | 1.3044 | 2.0046 | 872 | 2.1909 | |
| | | 1.4984 | 2.2552 | 981 | 2.1876 | |
| | | 1.3767 | 2.5057 | 1090 | 2.1840 | |
| | | 1.3972 | 2.7563 | 1199 | 2.1812 | |
| | | 1.3663 | 3.0069 | 1308 | 2.1792 | |
| | | 1.4958 | 3.2575 | 1417 | 2.1785 | |
| | | 1.4214 | 3.5080 | 1526 | 2.1784 | |
| | | 1.4001 | 3.7586 | 1635 | 2.1779 | |
| | |
| | |
| | ### Framework versions |
| | |
| | - PEFT 0.15.1 |
| | - Transformers 4.51.3 |
| | - Pytorch 2.6.0+cu124 |
| | - Datasets 3.5.0 |
| | - Tokenizers 0.21.1 |
