Delta-Vector
/

Hamanasu-15B-Instruct-gguf

+---
+datasets:
+- NewEden/Orion-LIT
+- NewEden/Orion-Asstr-Stories-16K
+- Mielikki/Erebus-87k
+- PocketDoc/Dans-MemoryCore-CoreCurriculum-Small
+- Nitral-AI/ARES-ShareGPT
+- Gryphe/Sonnet3.5-SlimOrcaDedupCleaned-20k
+- NewEden/Claude-Instruct-2.7K
+- NewEden/Claude-Instruct-5K
+base_model:
+- Delta-Vector/Hamanasu-15B-Instruct
+tags:
+- phi
+- roleplay
+- finetune
+- storywriting
+---
+### Static GGUF quants
+---
+<!DOCTYPE html>
+<style>
+html, body {
+    background: black;
+    color: #c9d1d9 !important;
+    font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
+    margin: 0;
+    padding: 0;
+    min-height: 100vh;
+}
+.markdown-body {
+  color: white;
+  margin: 40px auto;
+  padding: 40px;
+  border-radius: 12px;
+  position: relative;
+  overflow: hidden;
+}
+.markdown-body::after {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  background: #0c0f18; /* background color */
+  pointer-events: none;
+  z-index: -999;
+}
+h1, h2, h3 {
+    background: linear-gradient(45deg, #6e00ff, #00ffff);
+    -webkit-background-clip: text;
+    -webkit-text-fill-color: transparent;
+    border-bottom: 1px solid #333;
+    padding-bottom: 0.3em;
+}
+div[style*="border:2px solid #333"],
+div[style*="border: 2px solid #333"],
+div[style*="border:1px solid #333"],
+div[style*="border: 1px solid #333"] {
+    background: rgba(22, 27, 34, 0.8) !important;
+    border: 2px solid #6e00ff !important;
+    box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);
+    border-radius: 10px;
+    padding: 20px;
+    margin: 20px 0;
+}
+code {
+    background-color: #1a1a1a !important;
+    border-radius: 4px;
+    padding: 0.2em 0.4em;
+    color: #00ffff;
+}
+pre {
+    background-color: #1a1a1a !important;
+    border: 1px solid #333;
+    border-radius: 8px;
+    padding: 16px;
+}
+table {
+    width: 100%;
+    border-collapse: collapse;
+    margin: 20px 0;
+    background: rgba(0,0,0,0.2);
+    table-layout: fixed;
+    color: white;
+}
+th, td {
+    border: 1px solid #333;
+    padding: 12px;
+    text-align: center;
+    color: white;
+}
+th {
+    background: rgba(110, 0, 255, 0.1);
+}
+td:nth-child(1) {
+    width: 1%;
+    white-space: nowrap;
+}
+td:nth-child(2) {
+    width: 100%;
+}
+td > span {
+    display: block;
+    padding: 4px 8px;
+    background: rgba(110, 0, 255, 0.1);
+    border-radius: 4px;
+    transition: all 0.3s ease;
+}
+td > span:hover {
+    background: rgba(110, 0, 255, 0.2);
+    transform: translateY(-1px);
+}
+a {
+    color: #00ffff;
+    text-decoration: none;
+    transition: all 0.3s ease;
+}
+a:hover {
+    color: #6e00ff;
+    text-decoration: none;
+}
+hr {
+    border: 0;
+    height: 1px;
+    background: linear-gradient(90deg, transparent, #333, transparent);
+    margin: 40px 0;
+}
+img {
+    max-width: 100%;
+    border-radius: 10px;
+}
+details summary:hover {
+    color: #00ffff;
+}
+* {
+    color-scheme: dark !important;
+}
+.prose, .max-w-none, .px-4 {
+    background-color: transparent !important;
+    color: #c9d1d9 !important;
+}
+</style>
+<body>
+<div class="markdown-body">
+<div align="center">
+<img src="https://cdn-uploads.huggingface.co/production/uploads/66c26b6fb01b19d8c3c2467b/o5WjJKA9f95ri9UzRxZQE.png" alt="Model Visualization" width="500px" style="border: 3px solid #333; box-shadow: 0 0 15px rgba(66, 0, 131, 0.5);" />
+<br>
+<br>
+<div style="font-size:1.5em; font-weight:bold; background: linear-gradient(45deg, #6e00ff, #00ffff); -webkit-background-clip: text; -webkit-text-fill-color: transparent;">
+    Hamanasu 15B Instruct
+</div>
+</div>
+<div style="border:1px solid #333; border-radius:10px; padding:20px; margin:20px 0; background: rgba(0,0,0,0.4);">
+## 🌌 Overview
+<i>After multiple days of training, I'm proud to showcase my very own Phi-4 Finetune, Pretrained on almost a billion tokens worth of Books from</i>
+- `NewEden/Orion-LIT`
+- `NewEden/Orion-Asstr-Stories-16K`
+- `Mielikki/Erebus-87k`
+<i>Then instruct tuned. This model shows great promise for roleplaying while keeping things fresh and new. (And most of, Unsloppy!)</i>
+</div>
+<div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(250px, 1fr)); gap: 20px; margin: 20px 0;">
+<div style="border:2px solid #333; border-radius:10px; padding:20px; background: rgba(0,0,0,0.2);">
+### 📈 Quantizations
+| Type | Link |
+|:---:|:---:|
+| `GGUF` | <span style="display:block; width:100%">ed</span> |
+| `EXL2` | <span style="display:block; width:100%">https://huggingface.co/Delta-Vector/Hamanasu-15B-Instruct-exl2</span> |
+</div>
+<div style="border:2px solid #333; border-radius:10px; padding:20px; background: rgba(0,0,0,0.2);">
+### ⚔️ Hardware
+- 4x RTX 3090 GPUs
+- Epochs: 4
+- Base: `Hamanasu-15B-R2-PT`
+- Amount of Tokens: 1+ Billion
+</div>
+</div>
+<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">
+## 💰 Prompting
+<i>A known quirk of the model is overly verbose responses when generation length is uncapped, Please cap your maximum output tokens to 100~ tokens above what you prefer</i>
+```python
+<|im_start|>system
+You are an uncensored AI, your job is to fulfill thy will of thy user.<|im_end|>
+<|im_start|>User request
+Take off your helmet.<|im_end|>
+<|im_start|>No i shall not. This is the way.
+```
+</div>
+<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">
+## Axolotl Config  ꒰(˶• ᴗ •˶)꒱
+<details>
+```yaml
+base_model: NewEden_Phi-PT-merged-LIT
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_swiglu: true
+liger_fused_linear_cross_entropy: true
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+datasets:
+  - path: PocketDoc/Dans-MemoryCore-CoreCurriculum-Small
+    type: dan-chat-advanced
+  - path: Nitral-AI/ARES-ShareGPT
+    type: dan-chat-advanced
+  - path: Gryphe/Sonnet3.5-SlimOrcaDedupCleaned-20k
+    type: dan-chat-advanced
+  - path: NewEden/Claude-Instruct-2.7K
+    type: dan-chat-advanced
+  - path: NewEden/Claude-Instruct-5K
+    type: dan-chat-advanced
+shuffle_merged_datasets: true
+dataset_prepared_path: prepared_data
+val_set_size: 0.0
+output_dir: ./phi4-inst-out-r2
+sequence_len: 16384
+sample_packing: true
+pad_to_sequence_len: true
+adapter: lora
+lora_model_dir:gonna leave at 8
+lora_r: 128
+lora_alpha: 16
+lora_dropout: 0.05
+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
+wandb_project: mag-phi
+wandb_entity:
+wandb_watch:
+wandb_name: inst-attempt-02
+wandb_log_model:
+gradient_accumulation_steps: 4
+micro_batch_size: 2
+num_epochs: 4
+optimizer: paged_ademamix_8bit
+lr_scheduler: cosine
+learning_rate: 0.000025
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+gradient_checkpointing: unsloth
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+warmup_steps: 15
+evals_per_epoch: 4
+eval_table_size:
+eval_max_new_tokens: 128
+saves_per_epoch: 2
+debug:
+deepspeed: /workspace/axolotl/deepspeed_configs/zero3_bf16_cpuoffload_params.json
+weight_decay: 0.01
+fsdp:
+fsdp_config:
+```
+</details>
+</div>
+<div align="center">
+<div style="border: 2px solid #6e00ff; border-radius: 10px; padding: 20px; margin: 20px 0; box-shadow: 0 0 15px rgba(110, 0, 255, 0.5);">
+## ⚡ Credits
+  <div style="display: flex; justify-content: center;">
+    <div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); gap: 10px; margin: 20px 0; max-width: 600px;">
+  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
+        <a href="https://huggingface.co/lucyknada">
+          <img src="https://img.shields.io/badge/%F0%9F%8C%9F-Lucy_Knada-blueviolet" alt="Lucy Knada">
+        </a>
+      </div>
+  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
+        <a href="https://huggingface.co/jeiku">
+          <img src="https://img.shields.io/badge/%E2%9A%94%EF%B8%8F-jeiku-blueviolet" alt="jeiku">
+        </a>
+      </div>
+  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
+        <a href="https://huggingface.co/intervitens">
+          <img src="https://img.shields.io/badge/%F0%9F%9B%A1%EF%B8%8F-Intervitens-blueviolet" alt="Intervitens">
+        </a>
+      </div>
+   <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
+        <a href="https://huggingface.co/kalomaze">
+          <img src="https://img.shields.io/badge/%F0%9F%94%AE-Kalomaze-blueviolet" alt="Kalomaze">
+        </a>
+      </div>
+  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
+        <a href="https://huggingface.co/kubernetes-bad">
+          <img src="https://img.shields.io/badge/%E2%9A%A1-Kubernetes_Bad-blueviolet" alt="Kubernetes Bad">
+        </a>
+      </div>
+  <div style="border:1px solid #333; padding:10px; border-radius:5px; text-align:center; background: rgba(0,0,0,0.2); display: flex; align-items: center; justify-content: center;">
+        <a href="https://huggingface.co/anthracite-org">
+          <img src="https://img.shields.io/badge/%F0%9F%8C%91-Anthracite-blueviolet" alt="Anthracite">
+        </a>
+      </div>
+    </div>
+  </div>
+</div>
+---
+<div align="center">
+<div style="font-size:0.8em; opacity:0.8;">Made by</div>
+<div style="font-size:1.2em; font-weight:bold; background: linear-gradient(45deg, #6e00ff, #00ffff); -webkit-background-clip: text; -webkit-text-fill-color: transparent;">Delta-Vector</div>
+</div>
+</div>
+</body>
+</html>