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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,304 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: PocketDoc/Dans-SakuraKaze-V1.0.0-12b
+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: MN-2407-DSK-QwQify-v0.1-12B-LoRA-WS
+  results: []
+---
+
+# BeaverAI/MN-2407-DSK-QwQify-v0.1-12B
+
+[GGUF](https://huggingface.co/bartowski/BeaverAI_MN-2407-DSK-QwQify-v0.1-12B-GGUF)
+
+Test model to try to give an existing model QwQ's thoughts. For this first version it is ontop of [`PocketDoc/Dans-SakuraKaze-V1.0.0-12b`](https://huggingface.co/PocketDoc/Dans-SakuraKaze-V1.0.0-12b) (an rp/adventure/co-writing model), which was trained ontop of [`PocketDoc/Dans-PersonalityEngine-V1.1.0-12b`](https://huggingface.co/PocketDoc/Dans-PersonalityEngine-V1.1.0-12b) (a jack of all trades instruct model), which was trained ontop of [`mistralai/Mistral-Nemo-Base-2407`](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407).
+
+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/loc5WQU.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: MN-2407-DSK-QwQify-v0.1-12B-LoRA
+
+# Hugging Face saving config
+hub_model_id: BeaverAI/MN-2407-DSK-QwQify-v0.1-12B-LoRA-WS
+hub_strategy: every_save
+
+# Model checkpointing config
+output_dir: ./Outputs/MN-2407-DSK-QwQify-v0.1-12B-LoRA
+resume_from_checkpoint:
+save_steps: 25
+save_safetensors: true
+save_total_limit: 3
+save_only_model: false
+
+# Model architecture config
+base_model: PocketDoc/Dans-SakuraKaze-V1.0.0-12b
+model_type: MistralForCausalLM
+tokenizer_type: PreTrainedTokenizerFast
+
+# 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: 25
+dataset_prepared_path: ./00-Tokenized-Datasets/MN-2407-DSK-QwQify-v0.1-12B-customchatml-regex-last-only
+shuffle_merged_datasets: true
+dataset_processes:
+
+# Training hyperparameters
+num_epochs: 2
+gradient_accumulation_steps: 1
+micro_batch_size: 16  # x4 GPUs = 64
+eval_batch_size: 16   # x4 GPUs = 64
+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>
+
+# MN-2407-DSK-QwQify-v0.1-12B-LoRA-WS
+
+This model is a fine-tuned version of [PocketDoc/Dans-SakuraKaze-V1.0.0-12b](https://huggingface.co/PocketDoc/Dans-SakuraKaze-V1.0.0-12b) 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: 1.2770
+
+## 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: 16
+- eval_batch_size: 16
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- total_train_batch_size: 64
+- total_eval_batch_size: 64
+- 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 |
+|:-------------:|:------:|:----:|:---------------:|
+| 2.134         | 0.0038 | 1    | 2.0025          |
+| 1.6185        | 0.0951 | 25   | 1.5748          |
+| 1.5187        | 0.1901 | 50   | 1.4871          |
+| 1.4757        | 0.2852 | 75   | 1.4410          |
+| 1.4008        | 0.3802 | 100  | 1.4100          |
+| 1.4116        | 0.4753 | 125  | 1.3857          |
+| 1.357         | 0.5703 | 150  | 1.3630          |
+| 1.3435        | 0.6654 | 175  | 1.3478          |
+| 1.3332        | 0.7605 | 200  | 1.3353          |
+| 1.3042        | 0.8555 | 225  | 1.3308          |
+| 1.2993        | 0.9506 | 250  | 1.3228          |
+| 1.3105        | 1.0456 | 275  | 1.3154          |
+| 1.2782        | 1.1407 | 300  | 1.3094          |
+| 1.3063        | 1.2357 | 325  | 1.3070          |
+| 1.3003        | 1.3308 | 350  | 1.3005          |
+| 1.2937        | 1.4259 | 375  | 1.2952          |
+| 1.283         | 1.5209 | 400  | 1.2922          |
+| 1.2692        | 1.6160 | 425  | 1.2887          |
+| 1.2639        | 1.7110 | 450  | 1.2855          |
+| 1.2546        | 1.8061 | 475  | 1.2822          |
+| 1.2711        | 1.9011 | 500  | 1.2787          |
+| 1.2492        | 1.9962 | 525  | 1.2770          |
+
+
+### Framework versions
+
+- PEFT 0.14.0
+- Transformers 4.49.0
+- Pytorch 2.6.0+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.1

config.json

@@ -0,0 +1,38 @@
+{
+    "_name_or_path": "BeaverAI/MN-2407-DSK-QwQify-v0.1-12B",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 5120,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 131072,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 40,
+    "num_key_value_heads": 8,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.49.0",
+    "use_cache": true,
+    "vocab_size": 131072,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.2.8",
+        "bits": 6.0,
+        "head_bits": 8,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 2,
+  "transformers_version": "4.49.0"
+}

mergekit_config.yml

@@ -0,0 +1,6 @@
+dtype: bfloat16
+merge_method: passthrough
+tokenizer:
+  source: PocketDoc/Dans-SakuraKaze-V1.0.0-12b
+models:
+  - model: PocketDoc/Dans-SakuraKaze-V1.0.0-12b+BeaverAI/MN-2407-DSK-QwQify-v0.1-12B-LoRA-WS

model.safetensors.index.json

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