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 *.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 +1,106 @@
+---
+base_model:
+- SillyTilly/ServiceNow-AI-Apriel-Nemotron-15b-Thinker-Chatml
+---
+# Join our Discord! https://discord.gg/BeaverAI
+## More than 8000 members strong 💪 A hub for users and makers alike!
+---
+## Drummer is open for work / employment (I'm a Software Engineer). Contact me through any of these channels: https://linktr.ee/thelocaldrummer
+### Thank you to everyone who subscribed through [Patreon](https://www.patreon.com/TheDrummer). Your support helps me chug along in this brave new world.
+
+### FAQ for those out-of-the-loop
+
+<details>
+  <summary>🐶 Who is Drummer?</summary>
+
+  Hi! I'm Drummer. I'm a Software Engineer with experience in JavaScript, Golang, Python, and generally engineering the crap out of things.
+
+  Why I'm in the AI space:
+  
+  - **Exploration:** Everyone is trying to figure out how AI works and what it's capable of. I am too - just not in creating the smartest, safest model at all costs.
+  - **Upskill:** The world is headed towards AI. It is here to stay. This has been my way of brushing up in this new form of computing challenge.
+  - **Value:** I yearn to create value. I feel satisfaction and fulfillment in providing something meaningful for others.
+  - **Fun:** It's just fun using and making models. It's also fun coming up with theories and realizing them in practice (training AI).
+
+  I started my tuning venture back in mid-2024 when I wanted to improve its literary capabilities.
+  I've come a long way since then and I have branched out and specialized.
+  Foundational models today are optimized for non-creative uses, and I believe there is a place for AI in creativity and entertainment.
+
+  I am here to take *the road less traveled by*.
+
+</details>
+
+<details>
+  <summary>❓ What are my models like?</summary>
+
+  **Bottomline:** My models are usually geared towards creativity, usability, and entertainment!
+  
+  While intelligence, correctness, and problem solving are not my priority, they are still one of many qualities I want in my models. 
+  
+  The primary goal is to enhance the experience for users looking to use models for creative uses, and other use cases which require no alignment.
+  
+  In an effort to make it clear to myself and to others what I'm aiming for, I've identified certain qualities that my users often want:
+
+  Creativity
+  - **Writing:** Does it string together words and sentences in a pleasant & effective way? Does it feel like a writer?
+  - **Dynamism:** How good is the AI at being compelling and intriguing in its storytelling? 
+  - **Imagination:** Can the AI navigate through a plethora of possibilities? Can it skirt incoherence and rise up to absolute coherence at the end of it?
+
+  (Dis)alignment
+  - **Attitude:** Does it refuse in both soft or hard ways? Does it lean towards certain corporate/religious/political ethics & beliefs? How does it see the user and itself?
+  - **Morality:** Does it know ethics? Is its language infected with forced positivity? If not, can it still moralize over difficult & dubious themes?
+  - **Formatting:** How stubborn is it with its established formatting? Can it create effective and novel formats to answer the prompt?
+
+  Intelligence
+  - **Adherence:** Can it follow instructions? Is it sticking to the prompt? Can it understsand you?
+  - **Knowledge:** Does it know about the world in both fictional and non-fictional way?
+  - **Perception:** Can it handle nuance, complexity, and logic?
+
+  If it doesn't excel in one of these qualities, or if it's overall mediocre for its size, then I would most likely reiterate until I get something right.
+
+</details>
+
+<details>
+  <summary>💡 Philosophy</summary>
+
+  A person is defined by the language they use. Not whether they speak in English or German, but in how they perceive reality.
+
+  Just like how we associate a serial killer as a mind that can't map 'murder' to 'evil', an innocent person is a mind that simply can't imagine 'murder'. They get confused when forced to deal with such subjects.
+  
+  AI's use of language speaks volumes about their 'perception' of reality. If a language model has been skewed and limited to a positive perception, then it's ability to imagine is also limited.
+
+  Finetuning is an opportunity to adjust and broaden the language. Corporations use it to achieve safety and compliance. I'm here to ACK-
+
+</details>
+
+<audio controls src="https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/FNWdi0WlH-Xd3fjkGVPpp.mpga"></audio>
+
+---
+
+[Drummer](https://huggingface.co/TheDrummer) proudly presents...
+
+# Snowpiercer 15B v3 🚅
+
+![image](https://cdn-uploads.huggingface.co/production/uploads/65f2fd1c25b848bd061b5c2e/hpyQk-GEawD0IQjtgXWie.png)
+
+## Usage
+
+- ChatML
+
+## Description
+
+> Yeah it writes really well and is moving the story forward which I love.
+
+> this is a pretty good model drummer. definitely better on the action part, really feels like it takes the prompt seriously and wants to do it even if it means sacrificing nuance sometimes
+
+> it's better than the gemma 12b and nemo 12b ones I've tried.
+
+> It is excellent! Very creative and drives the plot forward while playing the character authentically.
+
+## Links
+- Original: https://huggingface.co/TheDrummer/Snowpiercer-15B-v3
+- GGUF: https://huggingface.co/TheDrummer/Snowpiercer-15B-v3-GGUF
+- iMatrix (recommended): https://huggingface.co/bartowski/TheDrummer_Snowpiercer-15B-v3-GGUF
+- EXL3: https://huggingface.co/ArtusDev/TheDrummer_Snowpiercer-15B-v3-EXL3
+
+`config-v3a`

chat_template.jinja

@@ -0,0 +1,15 @@
+{% if 'role' in messages[0] %}{% for message in messages %}{% if message['role'] == 'user' %}{{'<|im_start|>user
+' + message['content'] + '<|im_end|>
+'}}{% elif message['role'] == 'assistant' %}{{'<|im_start|>assistant
+' + message['content'] + '<|im_end|>
+' }}{% else %}{{ '<|im_start|>system
+' + message['content'] + '<|im_end|>
+' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
+' }}{% endif %}{% else %}{% for message in messages %}{% if message['from'] == 'human' %}{{'<|im_start|>user
+' + message['value'] + '<|im_end|>
+'}}{% elif message['from'] == 'gpt' %}{{'<|im_start|>assistant
+' + message['value'] + '<|im_end|>
+' }}{% else %}{{ '<|im_start|>system
+' + message['value'] + '<|im_end|>
+' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
+' }}{% endif %}{% endif %}

config.json

@@ -0,0 +1,40 @@
+{
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "attention_dropout": 0.0,
+    "bos_token_id": 1,
+    "dtype": "bfloat16",
+    "eos_token_id": 2,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 5120,
+    "initializer_range": 0.02,
+    "intermediate_size": 14336,
+    "max_position_embeddings": 65536,
+    "model_type": "mistral",
+    "num_attention_heads": 32,
+    "num_hidden_layers": 50,
+    "num_key_value_heads": 8,
+    "pad_token_id": 10,
+    "rms_norm_eps": 1e-05,
+    "rope_scaling": null,
+    "rope_theta": 1000000.0,
+    "sliding_window": null,
+    "tie_word_embeddings": false,
+    "transformers_version": "4.56.1",
+    "unsloth_version": "2025.4.7",
+    "use_cache": true,
+    "vocab_size": 131072,
+    "quantization_config": {
+        "quant_method": "exl3",
+        "version": "0.0.7",
+        "bits": 3.0,
+        "head_bits": 6,
+        "calibration": {
+            "rows": 100,
+            "cols": 2048
+        },
+        "out_scales": "auto"
+    }
+}

generation_config.json

@@ -0,0 +1,9 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 2,
+  "max_length": 65536,
+  "pad_token_id": 10,
+  "transformers_version": "4.56.1"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
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+size 6967645296

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json

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