Update README.md

README.md

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 ---
+base_model: 
+- BeaverAI/MS-2501-DPE-QwQify-v0.1-24B
 library_name: transformers
-license: apache-2.0
-base_model: PocketDoc/Dans-PersonalityEngine-V1.2.0-24b
-tags:
-- axolotl
-- generated_from_trainer
-datasets:
-- PJMixers-Dev/allura-org_gryphe-sonnet-3.5-charcards-names-added-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/anthracite-org_c2_logs_32k_llama3_qwen2_v1.3-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/grimulkan_aicg-logs-augmented-system-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/grimulkan_jannie-log-augmented-system-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/grimulkan_PIPPA-augmented-dedup-system-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/lemonilia_LimaRP-Only-NonSus-Simple-CustomShareGPT-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/MinervaAI_Aesir-Preview-Anon-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/NyxKrage_chub-logs-sharegpt-longest-CustomShareGPT-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/PocketDoc_Dans-Prosemaxx-Cowriter-XL-8192-shrunk-l3-qwq-all-aphrodite-Shuffled
-- PJMixers-Dev/PocketDoc_Dans-Personamaxx-Rainy-qwq-all-aphrodite-Shuffled
-model-index:
-- name: MS-2501-DPE-QwQify-v0.1-24B-LoRA-WS
-  results: []
----
-
-# BeaverAI/MS-2501-DPE-QwQify-v0.1-24B
-
-Test model to try to give an existing model QwQ's thoughts. For this version it is ontop of [`PocketDoc/Dans-PersonalityEngine-V1.2.0-24b`](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.2.0-24b) (a jack of all trades instruct model), which was trained ontop of [`mistralai/Mistral-Small-24B-Base-2501`](https://huggingface.co/mistralai/Mistral-Small-24B-Base-2501).
-
-The prompt formatting and usage should be the same as with QwQ; Use ChatML, and remove the thinking from previous turns. If thoughts arent being generated automatically, add `<think>\n` to the start of the assistant turn.
-
-It should follow previous model turns formatting. On first turns of the conversation you may need to regen a few times, and maybe edit the model responses for the first few turns to get it to your liking.
-
-You may want to disable inserting `{{char}}:` prefix for the character, and instead add something like `Only speak as "{{char}}" in conversation with "{{user}}". Output your final response with a "{{char}}:" prefix.` to the end of you system prompt.
-
-![image/png](https://i.imgur.com/EnULiEI.png)
-
-<!-- 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.dev0`
-```yaml
-mlflow_tracking_uri: http://127.0.0.1:7860
-mlflow_experiment_name: MS-2501-DPE-QwQify-v0.1-24B-LoRA
-
-# Hugging Face saving config
-hub_model_id: BeaverAI/MS-2501-DPE-QwQify-v0.1-24B-LoRA-WS
-hub_strategy: every_save
-
-# Model checkpointing config
-output_dir: ./Outputs/MS-2501-DPE-QwQify-v0.1-24B-LoRA
-resume_from_checkpoint:
-save_steps: 50
-save_safetensors: true
-save_total_limit: 3
-save_only_model: false
-
-# Model architecture config
-base_model: PocketDoc/Dans-PersonalityEngine-V1.2.0-24b
-model_type: MistralForCausalLM
-tokenizer_type: AutoTokenizer
-
-# Mixed precision training config
-bf16: true
-fp16: false
-tf32: false
-
-# Model loading config
-load_in_8bit: false
-load_in_4bit: false
-strict: false
-
-# Sequence config
-sequence_len: 8192
-min_sample_len: 256
-sample_packing: true
-eval_sample_packing: true
-pad_to_sequence_len: true
-train_on_inputs: false
-group_by_length: false
-
-# LoRA adapter config
-adapter: lora
-lora_model_dir:
-lora_r: 128
-lora_alpha: 128
-lora_dropout: 0.125
-peft_layers_to_transform:
-peft_use_dora:
-peft_use_rslora:
-peft_layer_replication:
-lora_target_modules:
-  - gate_proj
-  - down_proj
-  - up_proj
-  - q_proj
-  - v_proj
-  - k_proj
-  - o_proj
-lora_modules_to_save:
-
-# Fix uninitialized tokens (such as <|start_header_id|> on the base L3 models)
-fix_untrained_tokens:
-
-# Dataset config
-# https://github.com/xzuyn/axolotl/blob/came-plus-formatters/src/axolotl/prompt_strategies/customchatml-regex-last-only.py
-datasets:
-  - path: PJMixers-Dev/allura-org_gryphe-sonnet-3.5-charcards-names-added-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/anthracite-org_c2_logs_32k_llama3_qwen2_v1.3-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/grimulkan_aicg-logs-augmented-system-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/grimulkan_jannie-log-augmented-system-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/grimulkan_PIPPA-augmented-dedup-system-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/lemonilia_LimaRP-Only-NonSus-Simple-CustomShareGPT-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/MinervaAI_Aesir-Preview-Anon-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/NyxKrage_chub-logs-sharegpt-longest-CustomShareGPT-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/PocketDoc_Dans-Prosemaxx-Cowriter-XL-8192-shrunk-l3-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/PocketDoc_Dans-Personamaxx-Rainy-qwq-all-aphrodite-Shuffled
-    split: train
-    type: customchatml-regex-last-only
-test_datasets:
-  - path: PJMixers-Dev/allura-org_gryphe-sonnet-3.5-charcards-names-added-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/anthracite-org_c2_logs_32k_llama3_qwen2_v1.3-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/grimulkan_aicg-logs-augmented-system-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/grimulkan_jannie-log-augmented-system-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/grimulkan_PIPPA-augmented-dedup-system-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/lemonilia_LimaRP-Only-NonSus-Simple-CustomShareGPT-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/MinervaAI_Aesir-Preview-Anon-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/NyxKrage_chub-logs-sharegpt-longest-CustomShareGPT-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/PocketDoc_Dans-Prosemaxx-Cowriter-XL-8192-shrunk-l3-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-  - path: PJMixers-Dev/PocketDoc_Dans-Personamaxx-Rainy-qwq-all-aphrodite-Shuffled
-    split: test
-    type: customchatml-regex-last-only
-val_set_size: 0
-eval_strategy: steps
-eval_steps: 50
-dataset_prepared_path: ./00-Tokenized-Datasets/MS-2501-DPE-QwQify-v0.1-24B-customchatml-regex-last-only
-shuffle_merged_datasets: true
-dataset_processes:
-
-# Training hyperparameters
-num_epochs: 2
-gradient_accumulation_steps: 1
-micro_batch_size: 8  # x4 GPUs = 32
-eval_batch_size: 8   # x4 GPUs = 32
-warmup_steps: 0
-optimizer: came_pytorch
-optim_args:
-optim_target_modules:
-lr_scheduler: rex
-learning_rate: 2e-5
-cosine_min_lr_ratio:
-loraplus_lr_ratio:
-loraplus_lr_embedding:
-weight_decay: 0.1
-max_grad_norm: 1
-logging_steps: 1
-
-# Model optimization
-gradient_checkpointing: unsloth
-flash_attention: true
-plugins:
-  - axolotl.integrations.liger.LigerPlugin
-  - axolotl.integrations.cut_cross_entropy.CutCrossEntropyPlugin
-cut_cross_entropy: true
-liger_rope: true
-liger_rms_norm: true
-liger_layer_norm: true
-liger_glu_activation: true
-liger_cross_entropy: false
-liger_fused_linear_cross_entropy: false
-lora_mlp_kernel: false
-lora_qkv_kernel: false
-lora_o_kernel: false
-
-# DeepSpeed
-deepspeed: deepspeed_configs/zero3_bf16.json
-
-# Garbage Collection
-gc_steps: 1
-
-# Debug config
-debug: true
-seed: 42
-
-# Token config
-special_tokens:
-  bos_token: "<s>"
-  eos_token: "<|im_end|>"
-  pad_token: "<pad>"
-tokens:
-
-```
-
-</details><br>
-
-# MS-2501-DPE-QwQify-v0.1-24B-LoRA-WS
-
-This model is a fine-tuned version of [PocketDoc/Dans-PersonalityEngine-V1.2.0-24b](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.2.0-24b) on the PJMixers-Dev/allura-org_gryphe-sonnet-3.5-charcards-names-added-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/anthracite-org_c2_logs_32k_llama3_qwen2_v1.3-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/grimulkan_aicg-logs-augmented-system-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/grimulkan_jannie-log-augmented-system-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/grimulkan_PIPPA-augmented-dedup-system-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/lemonilia_LimaRP-Only-NonSus-Simple-CustomShareGPT-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/MinervaAI_Aesir-Preview-Anon-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/NyxKrage_chub-logs-sharegpt-longest-CustomShareGPT-qwq-all-aphrodite-Shuffled, the PJMixers-Dev/PocketDoc_Dans-Prosemaxx-Cowriter-XL-8192-shrunk-l3-qwq-all-aphrodite-Shuffled and the PJMixers-Dev/PocketDoc_Dans-Personamaxx-Rainy-qwq-all-aphrodite-Shuffled datasets.
-It achieves the following results on the evaluation set:
-- Loss: 1.1949
-
-## 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: 2e-05
-- train_batch_size: 8
-- eval_batch_size: 8
-- seed: 42
-- distributed_type: multi-GPU
-- num_devices: 4
-- total_train_batch_size: 32
-- total_eval_batch_size: 32
-- optimizer: Use OptimizerNames.ADAMW_HF with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
-- lr_scheduler_type: cosine
-- num_epochs: 2.0
-
-### Training results
-
-| Training Loss | Epoch  | Step | Validation Loss |
-|:-------------:|:------:|:----:|:---------------:|
-| 1.9925        | 0.0019 | 1    | 1.9225          |
-| 1.4228        | 0.0936 | 50   | 1.4329          |
-| 1.3473        | 0.1873 | 100  | 1.3722          |
-| 1.3259        | 0.2809 | 150  | 1.3414          |
-| 1.2795        | 0.3745 | 200  | 1.3199          |
-| 1.2817        | 0.4682 | 250  | 1.3029          |
-| 1.2365        | 0.5618 | 300  | 1.2910          |
-| 1.2134        | 0.6554 | 350  | 1.2803          |
-| 1.2655        | 0.7491 | 400  | 1.2700          |
-| 1.2297        | 0.8427 | 450  | 1.2614          |
-| 1.178         | 0.9363 | 500  | 1.2524          |
-| 1.1525        | 1.0300 | 550  | 1.2467          |
-| 1.1751        | 1.1236 | 600  | 1.2411          |
-| 1.216         | 1.2172 | 650  | 1.2366          |
-| 1.1706        | 1.3109 | 700  | 1.2302          |
-| 1.1363        | 1.4045 | 750  | 1.2256          |
-| 1.1563        | 1.4981 | 800  | 1.2194          |
-| 1.1559        | 1.5918 | 850  | 1.2147          |
-| 1.1263        | 1.6854 | 900  | 1.2090          |
-| 1.099         | 1.7790 | 950  | 1.2038          |
-| 1.1786        | 1.8727 | 1000 | 1.1994          |
-| 1.1057        | 1.9663 | 1050 | 1.1949          |
+base_model_relation: quantized
 
+---
 
-### Framework versions
+EXL2 Quants by FrenzyBiscuit.
 
-- PEFT 0.14.0
-- Transformers 4.49.0
-- Pytorch 2.6.0+cu124
-- Datasets 3.2.0
-- Tokenizers 0.21.1
+This model is 6.0 BPW EXL2.