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+ ---
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+ pipeline_tag: text-generation
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+ library_name: transformers
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+ language:
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+ - en
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+ license: llama3
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+ tags:
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+ - mergekit
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+ - merge
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+ - multi-step merge
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+ - not-for-all-audiences
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+ - nsfw
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+ - rp
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+ - roleplay
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+ - role-play
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+ - summarization
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+ - emotion classification
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+ base_model:
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+ - nothingiisreal/L3-8B-Celeste-v1
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+ - Nitral-AI/Hathor_Tahsin-L3-8B-v0.85
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+ - Sao10K/L3-8B-Stheno-v3.2
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+ - ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B
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+ - Sao10K/L3-8B-Lunaris-v1
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+ - turboderp/llama3-turbcat-instruct-8b
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+ - ChaoticNeutrals/Domain-Fusion-L3-8B
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+ - migtissera/Llama-3-8B-Synthia-v3.5
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+ - TheDrummer/Llama-3SOME-8B-v2
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+ - ChaoticNeutrals/Hathor_RP-v.01-L3-8B
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+ - TheSkullery/llama-3-cat-8b-instruct-v1
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+ - FPHam/L3-8B-Everything-COT
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+ - Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged
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+ - OEvortex/Emotional-llama-8B
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+ - lighteternal/Llama3-merge-biomed-8b
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+ - Casual-Autopsy/Llama3-merge-psychotherapy-8b
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+ - Sao10K/L3-8B-Tamamo-v1
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+ - ResplendentAI/Nymph_8B
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+ - ChaoticNeutrals/T-900-8B
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+ - Sao10K/L3-8B-Niitama-v1
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+ - bluuwhale/L3-SthenoMaidBlackroot-8B-V1
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+ - Hastagaras/Jamet-8B-L3-MK.V-Blackroot
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+ - Hastagaras/Halu-8B-Llama3-Blackroot
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+ - crestf411/L3-8B-sunfall-v0.4-stheno-v3.2
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+ ---
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+ | <img src="https://huggingface.co/Casual-Autopsy/L3-Super-Nova-RP-8B/resolve/main/Card-Assets/NovaKid-Girl.jpeg" width="50%" height="50%" style="display: block; margin: auto;"> |
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+ |:---:|
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+ | Image generated by [mayonays_on_toast](https://civitai.com/user/mayonays_on_toast) - [Sauce](https://civitai.com/images/10153472) |
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+ ***
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+ ***
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+ ***
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+ # L3-Super-Nova-RP-8B
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+
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+ This is a role-playing model designed with the goal of good creativity and intelligence to improve advance role-playing experiences. The aim of L3-Super-Nova-RP-8B is to be good at Chain-of-Thoughts, summarizing information, and recognizing emotions. It also includes data about the human body and mind in an attempt to enhance understanding and interaction within role-playing scenarios.
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+
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+ The model was developed using various methods in multiple merging steps. To boost creativity, it used techniques to strengthen and adjust its output which was paried with the newly released merge method. All merge calculations were done in float32 format and then converted to the usual bfloat16 during merging.
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+
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+ ***
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+ ***
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+ ## Presets
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+
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+ ***
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+ ### Text Gen
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+ The current good starting preset for this model. **Subject to change.**
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+ **Settings by yours truly**
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+ ```yaml
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+ Top K: 40
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+ Min P: 0.075
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+ Repetition Penalty: 1.01
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+ # Don't make this higher, DRY handles the bulk of Squashing Repetition.
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+ # This is just to lightly nudge the bot to move the plot forward
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+ Rep Pen Range: 2048 # Don't make this higher either.
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+ Presence Penalty: 0.03 # Minor encouragement to use synonyms. Don't make this higher maybe?
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+ Smoothing Factor: 0.3
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+
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+ DRY Repetition Penalty:
75
+ Multiplier: 0.8
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+ Base: 1.75
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+ Allowed Length: 2
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+ Penalty Range: 4096
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+
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+ Dynamic Temperature:
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+ Min Temp: 0.5
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+ Max Temp: 1.25
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+ Exponent: 0.85
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+ ```
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+
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+ ***
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+ ### Context/Instruct
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+ [Virt-io's SillyTavern Presets](https://huggingface.co/Virt-io/SillyTavern-Presets) work really well with this.
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+
90
+ ***
91
+ ***
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+ ## Usage Info
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+
94
+ Some of the **INT** models were chosen with some of SillyTavern's features in mind, such as emotion based sprites, dynamic music, and pretty much any feature, extension, or STscript that uses sumarization. With that said, it's recommended to use SillyTavern as your front-end.
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+
96
+ While not required, I'd recommend building the story string prompt with Lorebooks rather than using the Advance Formatting menu. The only thing you really need in the Story String prompt within Advance Formatting is the system prompt. Doing it this way tends to keep the character more consistent as the RP goes on as all character card info is locked to a certain depth rather than getting further and further away within the context.
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+
98
+ ***
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+ ***
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+ ## Quants
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+
102
+ GGUF:
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+ - [Static GGUFs](https://huggingface.co/mradermacher/L3-Super-Nova-RP-8B-GGUF) by mradermacher
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+
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+ Exl2:
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+ - [8.0bpw-h8 Exl2](https://huggingface.co/Slvcxc/L3-Super-Nova-RP-8B-8.0bpw-h8-exl2) by Slvcxc
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+
108
+ ***
109
+ ***
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+ ## Merge Info
111
+
112
+ The merge methods used were **Ties**, **Dare Ties**, **Breadcrumbs Ties**, **SLERP**, and **DELLA**.
113
+
114
+ The model was finished off with both **Merge Densification**, and **Negative Weighting** techniques to boost creativity.
115
+
116
+ All merging steps had the merge calculations done in **float32** and were output as **bfloat16**.
117
+
118
+ ***
119
+ ### Models Merged
120
+
121
+ The following models were used to make this merge:
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+ * [nothingiisreal/L3-8B-Celeste-v1](https://huggingface.co/nothingiisreal/L3-8B-Celeste-v1)
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+ * [Nitral-AI/Hathor_Tahsin-L3-8B-v0.85](https://huggingface.co/Nitral-AI/Hathor_Tahsin-L3-8B-v0.85)
124
+ * [Sao10K/L3-8B-Stheno-v3.2](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2)
125
+ * [ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B](https://huggingface.co/ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B)
126
+ * [Sao10K/L3-8B-Lunaris-v1](https://huggingface.co/Sao10K/L3-8B-Lunaris-v1)
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+ * [turboderp/llama3-turbcat-instruct-8b](https://huggingface.co/turboderp/llama3-turbcat-instruct-8b)
128
+ * [ChaoticNeutrals/Domain-Fusion-L3-8B](https://huggingface.co/ChaoticNeutrals/Domain-Fusion-L3-8B)
129
+ * [migtissera/Llama-3-8B-Synthia-v3.5](https://huggingface.co/migtissera/Llama-3-8B-Synthia-v3.5)
130
+ * [TheDrummer/Llama-3SOME-8B-v2](https://huggingface.co/TheDrummer/Llama-3SOME-8B-v2)
131
+ * [ChaoticNeutrals/Hathor_RP-v.01-L3-8B](https://huggingface.co/ChaoticNeutrals/Hathor_RP-v.01-L3-8B)
132
+ * [TheSkullery/llama-3-cat-8b-instruct-v1](https://huggingface.co/TheSkullery/llama-3-cat-8b-instruct-v1)
133
+ * [FPHam/L3-8B-Everything-COT](https://huggingface.co/FPHam/L3-8B-Everything-COT)
134
+ * [Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged](https://huggingface.co/Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged)
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+ * [OEvortex/Emotional-llama-8B](https://huggingface.co/OEvortex/Emotional-llama-8B)
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+ * [lighteternal/Llama3-merge-biomed-8b](https://huggingface.co/lighteternal/Llama3-merge-biomed-8b)
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+ * [Casual-Autopsy/Llama3-merge-psychotherapy-8b](https://huggingface.co/Casual-Autopsy/Llama3-merge-psychotherapy-8b)
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+ * [Sao10K/L3-8B-Tamamo-v1](https://huggingface.co/Sao10K/L3-8B-Tamamo-v1)
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+ * [ResplendentAI/Nymph_8B](https://huggingface.co/ResplendentAI/Nymph_8B)
140
+ * [ChaoticNeutrals/T-900-8B](https://huggingface.co/ChaoticNeutrals/T-900-8B)
141
+ * [Sao10K/L3-8B-Niitama-v1](https://huggingface.co/Sao10K/L3-8B-Niitama-v1)
142
+ * [bluuwhale/L3-SthenoMaidBlackroot-8B-V1](https://huggingface.co/bluuwhale/L3-SthenoMaidBlackroot-8B-V1)
143
+ * [Hastagaras/Jamet-8B-L3-MK.V-Blackroot](https://huggingface.co/Hastagaras/Jamet-8B-L3-MK.V-Blackroot)
144
+ * [Hastagaras/Halu-8B-Llama3-Blackroot](https://huggingface.co/Hastagaras/Halu-8B-Llama3-Blackroot)
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+ * [crestf411/L3-8B-sunfall-v0.4-stheno-v3.2](https://huggingface.co/crestf411/L3-8B-sunfall-v0.4-stheno-v3.2)
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+
147
+ ***
148
+ ***
149
+ ## Evaluation Results
150
+
151
+ ***
152
+ ### [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
153
+
154
+ **Explaination for AI RP newbies:** IFEval is the most important evaluation for RP AIs as it determines how well it can follow OOC, Lorebooks, and most importantly character cards.
155
+ The rest don't matter. At least not nearly as much as IFEval.
156
+
157
+ |Metric | Value|
158
+ |:------------------|------:|
159
+ |Avg. |N/A|
160
+ |IFEval (0-Shot) |N/A|
161
+ |BBH (3-Shot) |N/A|
162
+ |MATH Lvl 5 (4-Shot)|N/A|
163
+ |GPQA (0-shot) |N/A|
164
+ |MuSR (0-shot) |N/A|
165
+ |MMLU-PRO (5-shot) |N/A|
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+
167
+ ***
168
+ ### [UGI Leaderboard](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard)
169
+
170
+ Information about the metrics can be found at the bottom of the [UGI Leaderboard](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard) in the respective tabs.
171
+
172
+ |Metric(UGI-Leaderboard) | Value | Value | Metric(Writing Style)|
173
+ |:------------------------|:-----:|:-----:|----------------------:|
174
+ |UGI(Avg.) |N/A|N/A|RegV1 |
175
+ |W/10 |N/A|N/A|RegV2 |
176
+ |Unruly |N/A|N/A|MyScore |
177
+ |Internet |N/A|N/A|ASSS |
178
+ |Stats |N/A|N/A|SMOG |
179
+ |Writing |N/A|N/A|Yule |
180
+ |PolContro |N/A| | |
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+
182
+ ***
183
+ ***
184
+ ## Secret Sauce
185
+
186
+ The following YAML configs were used to make this merge.
187
+
188
+ ***
189
+ ### Super-Nova-CRE_pt.1
190
+
191
+ ```yaml
192
+ models:
193
+ - model: nothingiisreal/L3-8B-Celeste-v1
194
+ - model: Nitral-AI/Hathor_Tahsin-L3-8B-v0.85
195
+ parameters:
196
+ density: [0.35, 0.45, 0.5, 0.55, 0.65, 0.55, 0.5, 0.45, 0.35]
197
+ weight: [0.495, 0.165, 0.165, 0.495, 0.495, 0.165, 0.165, 0.495]
198
+ - model: Sao10K/L3-8B-Stheno-v3.2
199
+ parameters:
200
+ density: [0.65, 0.55, 0.5, 0.45, 0.35, 0.45, 0.5, 0.55, 0.65]
201
+ weight: [0.165, 0.495, 0.495, 0.165, 0.165, 0.495, 0.495, 0.165]
202
+ merge_method: dare_ties
203
+ base_model: nothingiisreal/L3-8B-Celeste-v1
204
+ parameters:
205
+ normalize: false
206
+ int8_mask: true
207
+ dtype: float32
208
+ out_dtype: bfloat16
209
+ ```
210
+
211
+ ***
212
+ ### Super-Nova-CRE_pt.2
213
+
214
+ ```yaml
215
+ models:
216
+ - model: nothingiisreal/L3-8B-Celeste-v1
217
+ - model: ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B
218
+ parameters:
219
+ density: [0.35, 0.45, 0.5, 0.55, 0.65, 0.55, 0.5, 0.45, 0.35]
220
+ weight: [0.165, 0.495, 0.495, 0.165, 0.165, 0.495, 0.495, 0.165]
221
+ - model: Sao10K/L3-8B-Lunaris-v1
222
+ parameters:
223
+ density: [0.65, 0.55, 0.5, 0.45, 0.35, 0.45, 0.5, 0.55, 0.65]
224
+ weight: [0.495, 0.165, 0.165, 0.495, 0.495, 0.165, 0.165, 0.495]
225
+ merge_method: dare_ties
226
+ base_model: nothingiisreal/L3-8B-Celeste-v1
227
+ parameters:
228
+ normalize: false
229
+ int8_mask: true
230
+ dtype: float32
231
+ out_dtype: bfloat16
232
+ ```
233
+
234
+ ***
235
+ ### Super-Nova-UNC_pt.1
236
+
237
+ ```yaml
238
+ models:
239
+ - model: turboderp/llama3-turbcat-instruct-8b
240
+ - model: ChaoticNeutrals/Domain-Fusion-L3-8B
241
+ parameters:
242
+ density: 0.5
243
+ weight: [0.495, 0.165, 0.165, 0.495, 0.495, 0.165, 0.165, 0.495]
244
+ - model: migtissera/Llama-3-8B-Synthia-v3.5
245
+ parameters:
246
+ density: 0.5
247
+ weight: [0.165, 0.495, 0.495, 0.165, 0.165, 0.495, 0.495, 0.165]
248
+ merge_method: dare_ties
249
+ base_model: turboderp/llama3-turbcat-instruct-8b
250
+ parameters:
251
+ normalize: false
252
+ int8_mask: true
253
+ dtype: float32
254
+ out_dtype: bfloat16
255
+ ```
256
+
257
+ ***
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+ ### Super-Nova-UNC_pt.2
259
+
260
+ ```yaml
261
+ models:
262
+ - model: turboderp/llama3-turbcat-instruct-8b
263
+ - model: TheDrummer/Llama-3SOME-8B-v2
264
+ parameters:
265
+ density: 0.5
266
+ weight: [0.165, 0.495, 0.495, 0.165, 0.165, 0.495, 0.495, 0.165]
267
+ - model: ChaoticNeutrals/Hathor_RP-v.01-L3-8B
268
+ parameters:
269
+ density: 0.5
270
+ weight: [0.495, 0.165, 0.165, 0.495, 0.495, 0.165, 0.165, 0.495]
271
+ merge_method: dare_ties
272
+ base_model: turboderp/llama3-turbcat-instruct-8b
273
+ parameters:
274
+ normalize: false
275
+ int8_mask: true
276
+ dtype: float32
277
+ out_dtype: bfloat16
278
+ ```
279
+
280
+ ***
281
+ ### Super-Nova-INT_pt.1
282
+
283
+ ```yaml
284
+ models:
285
+ - model: TheSkullery/llama-3-cat-8b-instruct-v1
286
+ - model: FPHam/L3-8B-Everything-COT
287
+ parameters:
288
+ density: 0.5
289
+ weight: [0.139, 0.139, 0.208, 0.139, 0.208]
290
+ - model: Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged
291
+ parameters:
292
+ density: 0.5
293
+ weight: [0.139, 0.208, 0.139, 0.208, 0.139]
294
+ - model: OEvortex/Emotional-llama-8B
295
+ parameters:
296
+ density: 0.5
297
+ weight: [0.208, 0.139, 0.208, 0.139, 0.139]
298
+ - model: lighteternal/Llama3-merge-biomed-8b
299
+ parameters:
300
+ density: 0.5
301
+ weight: [0.208, 0.139, 0.139, 0.139, 0.208]
302
+ - model: Casual-Autopsy/Llama3-merge-psychotherapy-8b
303
+ parameters:
304
+ density: 0.5
305
+ weight: [0.139, 0.208, 0.139, 0.208, 0.139]
306
+ merge_method: ties
307
+ base_model: TheSkullery/llama-3-cat-8b-instruct-v1
308
+ parameters:
309
+ normalize: false
310
+ int8_mask: true
311
+ dtype: float32
312
+ out_dtype: bfloat16
313
+ ```
314
+
315
+ ***
316
+ ### Super-Nova-INT_pt.2
317
+
318
+ ```yaml
319
+ models:
320
+ - model: TheSkullery/llama-3-cat-8b-instruct-v1
321
+ - model: FPHam/L3-8B-Everything-COT
322
+ parameters:
323
+ density: 0.9
324
+ gamma: 0.01
325
+ weight: [0.139, 0.208, 0.208, 0.139, 0.139]
326
+ - model: Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged
327
+ parameters:
328
+ density: 0.9
329
+ gamma: 0.01
330
+ weight: [0.208, 0.139, 0.139, 0.139, 0.208]
331
+ - model: OEvortex/Emotional-llama-8B
332
+ parameters:
333
+ density: 0.9
334
+ gamma: 0.01
335
+ weight: [0.139, 0.139, 0.208, 0.208, 0.139]
336
+ - model: lighteternal/Llama3-merge-biomed-8b
337
+ parameters:
338
+ density: 0.9
339
+ gamma: 0.01
340
+ weight: [0.139, 0.208, 0.139, 0.208, 0.139]
341
+ - model: Casual-Autopsy/Llama3-merge-psychotherapy-8b
342
+ parameters:
343
+ density: 0.9
344
+ gamma: 0.01
345
+ weight: [0.208, 0.139, 0.139, 0.139, 0.208]
346
+ merge_method: breadcrumbs_ties
347
+ base_model: TheSkullery/llama-3-cat-8b-instruct-v1
348
+ parameters:
349
+ normalize: false
350
+ int8_mask: true
351
+ dtype: float32
352
+ out_dtype: bfloat16
353
+ ```
354
+
355
+ ***
356
+ ### Super-Nova-CRE
357
+
358
+ ```yaml
359
+
360
+ models:
361
+ - model: Casual-Autopsy/Super-Nova-CRE_pt.1
362
+ - model: Casual-Autopsy/Super-Nova-CRE_pt.2
363
+ merge_method: slerp
364
+ base_model: Casual-Autopsy/Super-Nova-CRE_pt.1
365
+ parameters:
366
+ t:
367
+ - filter: self_attn
368
+ value: [0.5, 0.3, 0.7, 0.5, 0.7, 0.3, 0.5, 0.3, 0.7, 0.5, 0.7, 0.3, 0.5]
369
+ - filter: mlp
370
+ value: [0.5, 0.7, 0.3, 0.5, 0.3, 0.7, 0.5, 0.7, 0.3, 0.5, 0.3, 0.7, 0.5]
371
+ - value: 0.5
372
+ embed_slerp: true
373
+ dtype: float32
374
+ out_dtype: bfloat16
375
+ ```
376
+
377
+ ***
378
+ ### Super-Nova-UNC
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+
380
+ ```yaml
381
+ models:
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+ - model: Casual-Autopsy/Super-Nova-UNC_pt.1
383
+ - model: Casual-Autopsy/Super-Nova-UNC_pt.2
384
+ merge_method: slerp
385
+ base_model: Casual-Autopsy/Super-Nova-UNC_pt.1
386
+ parameters:
387
+ t:
388
+ - value: [0.5, 0.7, 0.3, 0.5, 0.3, 0.7, 0.5, 0.7, 0.3, 0.5, 0.3, 0.7, 0.5]
389
+ embed_slerp: true
390
+ dtype: float32
391
+ out_dtype: bfloat16
392
+ ```
393
+
394
+ ***
395
+ ### Super-Nova-INT
396
+
397
+ ```yaml
398
+ models:
399
+ - model: Casual-Autopsy/Super-Nova-INT_pt.1
400
+ - model: Casual-Autopsy/Super-Nova-INT_pt.2
401
+ merge_method: slerp
402
+ base_model: Casual-Autopsy/Super-Nova-INT_pt.1
403
+ parameters:
404
+ t:
405
+ - value: 0.5
406
+ embed_slerp: true
407
+ dtype: float32
408
+ out_dtype: bfloat16
409
+ ```
410
+
411
+ ***
412
+ ### Super-Nova-RP_stp.1
413
+
414
+ ```yaml
415
+
416
+ models:
417
+ - model: Casual-Autopsy/Super-Nova-CRE
418
+ - model: asual-Autopsy/Super-Nova-UNC
419
+ merge_method: slerp
420
+ base_model: Casual-Autopsy/Super-Nova-CRE
421
+ parameters:
422
+ t:
423
+ - value: [0.7, 0.5, 0.3, 0.25, 0.2, 0.25, 0.3, 0.5, 0.7]
424
+ embed_slerp: true
425
+ dtype: float32
426
+ out_dtype: bfloat16
427
+
428
+ ```
429
+
430
+ ***
431
+ ### Super-Nova-RP_stp.2
432
+
433
+ ```yaml
434
+ models:
435
+ - model: Casual-Autopsy/Super-Nova-RP_stp.1
436
+ - model: Casual-Autopsy/Super-Nova-INT
437
+ merge_method: slerp
438
+ base_model: Casual-Autopsy/Super-Nova-RP_stp.1
439
+ parameters:
440
+ t:
441
+ - value: [0.1, 0.15, 0.2, 0.4, 0.6, 0.4, 0.2, 0.15, 0.1]
442
+ embed_slerp: true
443
+ dtype: float32
444
+ out_dtype: bfloat16
445
+ ```
446
+
447
+ ***
448
+ ### Super-Nova-RP_pt.1
449
+
450
+ ```yaml
451
+ models:
452
+ - model: Casual-Autopsy/Super-Nova-RP_stp.2
453
+ - model: Sao10K/L3-8B-Tamamo-v1
454
+ parameters:
455
+ density: [0.4, 0.6, 0.5, 0.6, 0.4]
456
+ epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
457
+ lambda: 0.85
458
+ weight: [-0.01523, 0.01768, -0.01384, 0.01835, -0.01247]
459
+ - model: ResplendentAI/Nymph_8B
460
+ parameters:
461
+ density: [0.65, 0.35, 0.5, 0.35, 0.65]
462
+ epsilon: [0.1, 0.1, 0.25, 0.1, 0.1]
463
+ lambda: 0.85
464
+ weight: [0.01823, -0.01647, 0.01422, -0.01975, 0.01128]
465
+ - model: ChaoticNeutrals/T-900-8B
466
+ parameters:
467
+ density: [0.35, 0.65, 0.5, 0.65, 0.35]
468
+ epsilon: [0.1, 0.1, 0.25, 0.1, 0.1]
469
+ lambda: 0.85
470
+ weight: [-0.01891, 0.01554, -0.01325, 0.01791, -0.01458]
471
+ - model: Sao10K/L3-8B-Niitama-v1
472
+ parameters:
473
+ density: [0.6, 0.4, 0.5, 0.4, 0.6]
474
+ epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
475
+ lambda: 0.85
476
+ weight: [0.01768, -0.01675, 0.01285, -0.01696, 0.01421]
477
+ merge_method: della
478
+ base_model: Casual-Autopsy/Super-Nova-RP_stp.2
479
+ parameters:
480
+ normalize: false
481
+ int8_mask: true
482
+ dtype: float32
483
+ out_dtype: bfloat16
484
+ ```
485
+
486
+ ***
487
+ ### Super-Nova-RP_pt.2
488
+
489
+ ```yaml
490
+ models:
491
+ - model: Casual-Autopsy/Super-Nova-RP_stp.2
492
+ - model: bluuwhale/L3-SthenoMaidBlackroot-8B-V1
493
+ parameters:
494
+ density: [0.4, 0.6, 0.5, 0.6, 0.4]
495
+ epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
496
+ lambda: 0.85
497
+ weight: [-0.01935, 0.01785, -0.01512, 0.01809, -0.01371]
498
+ - model: Hastagaras/Jamet-8B-L3-MK.V-Blackroot
499
+ parameters:
500
+ density: [0.65, 0.35, 0.5, 0.35, 0.65]
501
+ epsilon: [0.1, 0.1, 0.25, 0.1, 0.1]
502
+ lambda: 0.85
503
+ weight: [0.01847, -0.01468, 0.01503, -0.01822, 0.01459]
504
+ - model: Hastagaras/Halu-8B-Llama3-Blackroot
505
+ parameters:
506
+ density: [0.35, 0.65, 0.5, 0.65, 0.35]
507
+ epsilon: [0.1, 0.1, 0.25, 0.1, 0.1]
508
+ lambda: 0.85
509
+ weight: [-0.01578, 0.01821, -0.01753, 0.01677, -0.01442]
510
+ - model: crestf411/L3-8B-sunfall-v0.4-stheno-v3.2
511
+ parameters:
512
+ density: [0.6, 0.5, 0.5, 0.5, 0.6]
513
+ epsilon: [0.15, 0.15, 0.25, 0.15, 0.15]
514
+ lambda: 0.85
515
+ weight: [0.01667, -0.01740, 0.01560, -0.01564, 0.01315]
516
+ merge_method: della
517
+ base_model: Casual-Autopsy/Super-Nova-RP_stp.2
518
+ parameters:
519
+ normalize: false
520
+ int8_mask: true
521
+ dtype: float32
522
+ out_dtype: bfloat16
523
+ ```
524
+
525
+ ***
526
+ ### L3-Super-Nova-RP-8B
527
+
528
+ ```yaml
529
+ models:
530
+ - model: Casual-Autopsy/Super-Nova-RP_pt.1
531
+ - model: Casual-Autopsy/Super-Nova-RP_pt.2
532
+ merge_method: slerp
533
+ base_model: Casual-Autopsy/Super-Nova-RP_pt.1
534
+ parameters:
535
+ t:
536
+ - value: 0.5
537
+ dtype: float32
538
+ out_dtype: bfloat16
539
+ ```
config.json ADDED
@@ -0,0 +1,40 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/kaggle/input/super-nova-rp_pt.3/transformers/hf/1",
3
+ "architectures": [
4
+ "LlamaForCausalLM"
5
+ ],
6
+ "attention_bias": false,
7
+ "attention_dropout": 0.0,
8
+ "bos_token_id": 128000,
9
+ "eos_token_id": 128009,
10
+ "hidden_act": "silu",
11
+ "hidden_size": 4096,
12
+ "initializer_range": 0.02,
13
+ "intermediate_size": 14336,
14
+ "max_position_embeddings": 8192,
15
+ "mlp_bias": false,
16
+ "model_type": "llama",
17
+ "num_attention_heads": 32,
18
+ "num_hidden_layers": 32,
19
+ "num_key_value_heads": 8,
20
+ "pretraining_tp": 1,
21
+ "rms_norm_eps": 1e-05,
22
+ "rope_scaling": null,
23
+ "rope_theta": 500000.0,
24
+ "tie_word_embeddings": false,
25
+ "torch_dtype": "bfloat16",
26
+ "transformers_version": "4.42.3",
27
+ "use_cache": true,
28
+ "vocab_size": 128256,
29
+ "quantization_config": {
30
+ "quant_method": "exl2",
31
+ "version": "0.1.8",
32
+ "bits": 4.3295,
33
+ "head_bits": 6,
34
+ "calibration": {
35
+ "rows": 115,
36
+ "length": 2048,
37
+ "dataset": "(default)"
38
+ }
39
+ }
40
+ }
mergekit_config.yml ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ models:
3
+ - model: /kaggle/input/super-nova-rp_pt.3/transformers/hf/1
4
+ - model: /kaggle/input/super-nova-rp_pt.4/transformers/hf/1
5
+ merge_method: slerp
6
+ base_model: /kaggle/input/super-nova-rp_pt.3/transformers/hf/1
7
+ parameters:
8
+ t:
9
+ - value: 0.5
10
+ dtype: float32
11
+ out_dtype: bfloat16
model.safetensors.index.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"metadata": {"mergekit_version": "0.0.4.4", "total_size": 16060522496}, "weight_map": {"lm_head.weight": "model-00001-of-00004.safetensors", "model.embed_tokens.weight": "model-00001-of-00004.safetensors", "model.layers.0.input_layernorm.weight": "model-00001-of-00004.safetensors", "model.layers.0.mlp.down_proj.weight": "model-00001-of-00004.safetensors", "model.layers.0.mlp.gate_proj.weight": "model-00001-of-00004.safetensors", "model.layers.0.mlp.up_proj.weight": "model-00001-of-00004.safetensors", "model.layers.0.post_attention_layernorm.weight": "model-00001-of-00004.safetensors", "model.layers.0.self_attn.k_proj.weight": "model-00001-of-00004.safetensors", "model.layers.0.self_attn.o_proj.weight": "model-00001-of-00004.safetensors", "model.layers.0.self_attn.q_proj.weight": "model-00001-of-00004.safetensors", "model.layers.0.self_attn.v_proj.weight": "model-00001-of-00004.safetensors", "model.layers.1.input_layernorm.weight": "model-00001-of-00004.safetensors", 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+ "128242": {
1940
+ "content": "<|reserved_special_token_237|>",
1941
+ "lstrip": false,
1942
+ "normalized": false,
1943
+ "rstrip": false,
1944
+ "single_word": false,
1945
+ "special": true
1946
+ },
1947
+ "128243": {
1948
+ "content": "<|reserved_special_token_238|>",
1949
+ "lstrip": false,
1950
+ "normalized": false,
1951
+ "rstrip": false,
1952
+ "single_word": false,
1953
+ "special": true
1954
+ },
1955
+ "128244": {
1956
+ "content": "<|reserved_special_token_239|>",
1957
+ "lstrip": false,
1958
+ "normalized": false,
1959
+ "rstrip": false,
1960
+ "single_word": false,
1961
+ "special": true
1962
+ },
1963
+ "128245": {
1964
+ "content": "<|reserved_special_token_240|>",
1965
+ "lstrip": false,
1966
+ "normalized": false,
1967
+ "rstrip": false,
1968
+ "single_word": false,
1969
+ "special": true
1970
+ },
1971
+ "128246": {
1972
+ "content": "<|reserved_special_token_241|>",
1973
+ "lstrip": false,
1974
+ "normalized": false,
1975
+ "rstrip": false,
1976
+ "single_word": false,
1977
+ "special": true
1978
+ },
1979
+ "128247": {
1980
+ "content": "<|reserved_special_token_242|>",
1981
+ "lstrip": false,
1982
+ "normalized": false,
1983
+ "rstrip": false,
1984
+ "single_word": false,
1985
+ "special": true
1986
+ },
1987
+ "128248": {
1988
+ "content": "<|reserved_special_token_243|>",
1989
+ "lstrip": false,
1990
+ "normalized": false,
1991
+ "rstrip": false,
1992
+ "single_word": false,
1993
+ "special": true
1994
+ },
1995
+ "128249": {
1996
+ "content": "<|reserved_special_token_244|>",
1997
+ "lstrip": false,
1998
+ "normalized": false,
1999
+ "rstrip": false,
2000
+ "single_word": false,
2001
+ "special": true
2002
+ },
2003
+ "128250": {
2004
+ "content": "<|reserved_special_token_245|>",
2005
+ "lstrip": false,
2006
+ "normalized": false,
2007
+ "rstrip": false,
2008
+ "single_word": false,
2009
+ "special": true
2010
+ },
2011
+ "128251": {
2012
+ "content": "<|reserved_special_token_246|>",
2013
+ "lstrip": false,
2014
+ "normalized": false,
2015
+ "rstrip": false,
2016
+ "single_word": false,
2017
+ "special": true
2018
+ },
2019
+ "128252": {
2020
+ "content": "<|reserved_special_token_247|>",
2021
+ "lstrip": false,
2022
+ "normalized": false,
2023
+ "rstrip": false,
2024
+ "single_word": false,
2025
+ "special": true
2026
+ },
2027
+ "128253": {
2028
+ "content": "<|reserved_special_token_248|>",
2029
+ "lstrip": false,
2030
+ "normalized": false,
2031
+ "rstrip": false,
2032
+ "single_word": false,
2033
+ "special": true
2034
+ },
2035
+ "128254": {
2036
+ "content": "<|reserved_special_token_249|>",
2037
+ "lstrip": false,
2038
+ "normalized": false,
2039
+ "rstrip": false,
2040
+ "single_word": false,
2041
+ "special": true
2042
+ },
2043
+ "128255": {
2044
+ "content": "<|reserved_special_token_250|>",
2045
+ "lstrip": false,
2046
+ "normalized": false,
2047
+ "rstrip": false,
2048
+ "single_word": false,
2049
+ "special": true
2050
+ }
2051
+ },
2052
+ "bos_token": "<|begin_of_text|>",
2053
+ "chat_template": "{{ '<|begin_of_text|>' }}{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ '<|start_header_id|>system<|end_header_id|>\n\n' + system_message + '<|eot_id|>' }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|start_header_id|>user<|end_header_id|>\n\n' + content + '<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|eot_id|>' }}{% endif %}{% endfor %}",
2054
+ "clean_up_tokenization_spaces": true,
2055
+ "eos_token": "<|eot_id|>",
2056
+ "model_input_names": [
2057
+ "input_ids",
2058
+ "attention_mask"
2059
+ ],
2060
+ "model_max_length": 1000000000000000019884624838656,
2061
+ "pad_token": "<|eot_id|>",
2062
+ "padding_side": "left",
2063
+ "split_special_tokens": false,
2064
+ "tokenizer_class": "PreTrainedTokenizerFast"
2065
+ }