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.gitattributes

@@ -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
+tekken.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,61 @@
+---
+license: apache-2.0
+base_model:
+- mistralai/Mistral-Nemo-Instruct-2407
+tags:
+- roleplay
+- conversational
+language:
+- en
+---
+# Nemo 12b RP Ink
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/634262af8d8089ebaefd410e/-yOYQdx9p3TjHLSq2RrRf.png)
+
+A roleplay-focused LoRA finetune of Mistral Nemo Instruct. Methodology and hyperparams inspired by [SorcererLM](https://huggingface.co/rAIfle/SorcererLM-8x22b-bf16) and [Slush](https://huggingface.co/crestf411/Q2.5-32B-Slush).  
+Renamed to Ink to distinguish from [insert every other rp tune ever], but it's the same data as was used in the [Teleut RP model](https://huggingface.co/allura-org/Teleut-7b-RP).
+
+## Testimonials
+> dude Fizz, Ink is fucking **gas**
+
+\- inflatebot
+
+> First impression, I put this higher than Rocinante and Magnum Picaro
+> 
+\- ShotMisser64
+
+> Never tried 12B, but this one is GOAT
+> 
+\- Evoc
+
+
+## Dataset
+The worst mix of data you've ever seen. Like, seriously, you do not want to see the things that went into this model. It's bad.
+
+"this is like washing down an adderall with a bottle of methylated rotgut" - inflatebot
+
+## Quants
+- [Static GGUFs (thanks auri!)](https://huggingface.co/allura-org/MN-12b-RP-Ink-GGUF)
+- [Imatrix GGUFs (thanks bart!)](https://huggingface.co/bartowski/MN-12b-RP-Ink-GGUF)
+
+## Recommended Settings
+Chat template: Mistral v3-Tekken  
+Recommended samplers (not the be-all-end-all, try some on your own!):
+- Temp 1.25 / MinP 0.1
+- Temp 1.03 / TopK 200 / MinP 0.05 / TopA 0.2
+
+## Hyperparams
+### General
+- Epochs = 2
+- LR = 6e-5
+- LR Scheduler = Cosine
+- Optimizer = Paged AdamW 8bit
+- Effective batch size = 12
+### LoRA
+- Rank = 16
+- Alpha = 32
+- Dropout = 0.25 (Inspiration: [Slush](https://huggingface.co/crestf411/Q2.5-32B-Slush))
+
+## Credits
+Humongous thanks to the people who created the data. I would credit you all, but that would be cheating ;)  
+Big thanks to all Allura members, especially Toasty, for testing and emotional support ilya /platonic  
+Also special thanks to Bot for making the model card image here :3  

config.json

@@ -0,0 +1,37 @@
+{
+    "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": "4.43.0.dev0",
+    "use_cache": true,
+    "vocab_size": 131072,
+    "quantization_config": {
+        "quant_method": "exl2",
+        "version": "0.2.6",
+        "bits": 8.0,
+        "head_bits": 8,
+        "calibration": {
+            "rows": 115,
+            "length": 2048,
+            "dataset": "(default)"
+        }
+    }
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.43.0.dev0"
+}

huggingface-metadata.txt

@@ -0,0 +1,10 @@
+url: https://huggingface.co/allura-org/MN-12b-RP-Ink
+branch: main
+download date: 2025-01-18 21:28:15
+sha256sum:
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