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Model: Nitral-Archive/NightWing3_Virtuoso-10B-v0.2
Source: Original Platform

.gitattributes

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README.md

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+---
+base_model:
+- Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1
+- Nitral-Archive/NightWing3-10B-v0.1
+library_name: transformers
+tags:
+- mergekit
+- merge
+license: other
+language:
+- en
+---
+# Using nightwing3 in the mix seems to have been a mistake.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/0QE2gG0eheTSto_iO-RY0.png)
+
+## Base model: (Falcon3-10B-deepseekv3-distill)[[Virtuoso_Lite]](https://huggingface.co/arcee-ai/Virtuoso-Lite)
+
+# Quants: [IQ4 GGUF Here](https://huggingface.co/Nitrals-Quants/NightWing3_Virtuoso-10B-v0.2-IQ4_NL-GGUF) [4bpw exl2 Here](https://huggingface.co/Nitrals-Quants/NightWing3_Virtuoso-10B-v0.2-4bpw-exl2)
+
+# ST Presets [Updated] [Here](https://huggingface.co/Nitral-AI/NightWing3_Virtuoso-10B-v0.2/tree/main/ST)
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/Y4ltNcBlgTZkOSPhvdRNr.png)
+
+## Prompt format: ChatML
+```
+<|im_start|>system
+{system_prompt}<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+```
+
+### Models Merged:
+* [Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1](https://huggingface.co/Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1)
+* [Nitral-Archive/NightWing3-10B-v0.1](https://huggingface.co/Nitral-Archive/NightWing3-10B-v0.1)
+
+### The following YAML configuration was used to produce this model:
+```yaml
+slices:
+  - sources:
+      - model: Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1
+        layer_range: [0, 40]
+      - model: Nitral-Archive/NightWing3-10B-v0.1
+        layer_range: [0, 40]
+merge_method: slerp
+base_model: Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.420
+dtype: bfloat16
+
+```
+# Notes: The goal of this merge was to make use of both the falcon3-10B base model I trained earlier (nightwing3) and my more recent training run over Arcee's distillation of DeepSeekV3, which also uses falcon3-10B as a base (Virtuoso-Lite-chatmlified-10B_r16-ep1). Initially, I wasn't entirely satisfied with the results of either model on their own. However, with limited testing, this merged version appears to have smoothed out some of the rough edges present in the originals. Further evaluation is needed to fully assess its performance.

ST/Falcon3-Virtuoso-Master-Import.json

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+{
+    "instruct": {
+        "input_sequence": "<|im_start|>user",
+        "output_sequence": "<|im_start|>assistant",
+        "first_output_sequence": "",
+        "last_output_sequence": "",
+        "system_sequence_prefix": "",
+        "system_sequence_suffix": "",
+        "stop_sequence": "<|im_end|>",
+        "wrap": true,
+        "macro": true,
+        "activation_regex": "",
+        "skip_examples": false,
+        "output_suffix": "<|im_end|>",
+        "input_suffix": "<|im_end|>",
+        "system_sequence": "<|im_start|>system",
+        "system_suffix": "<|im_end|>",
+        "user_alignment_message": "",
+        "system_same_as_user": false,
+        "last_system_sequence": "",
+        "first_input_sequence": "",
+        "last_input_sequence": "",
+        "names_behavior": "always",
+        "names_force_groups": true,
+        "name": "ChatML"
+    },
+    "context": {
+        "story_string": "<|im_start|>system\n{{#if system}}{{system}}\n{{/if}}{{#if wiBefore}}{{wiBefore}}\n{{/if}}{{#if description}}{{description}}\n{{/if}}{{#if personality}}{{char}}'s personality: {{personality}}\n{{/if}}{{#if scenario}}Scenario: {{scenario}}\n{{/if}}{{#if wiAfter}}{{wiAfter}}\n{{/if}}{{#if persona}}{{persona}}\n{{/if}}{{trim}}<|im_end|>",
+        "example_separator": "",
+        "chat_start": "",
+        "use_stop_strings": false,
+        "allow_jailbreak": false,
+        "names_as_stop_strings": true,
+        "always_force_name2": true,
+        "trim_sentences": false,
+        "single_line": false,
+        "name": "ChatML"
+    },
+    "sysprompt": {
+        "name": "Nitral_Updated",
+        "content": "Maintain the {{char}}'s persona but allow it to evolve with the story. Be creative and proactive. Drive the story forward, introducing plotlines and events when relevant. Include thoughts - dialogue, and actions in each response. Currently it is {{weekday}} {{isodate}} {{time}}, your role is {{char}}, described in detail below. "
+    },
+    "preset": {
+        "temp": 1.05,
+        "temperature_last": true,
+        "top_p": 1,
+        "top_k": 40,
+        "top_a": 0,
+        "tfs": 1,
+        "epsilon_cutoff": 0,
+        "eta_cutoff": 0,
+        "typical_p": 1,
+        "min_p": 0.075,
+        "rep_pen": 1,
+        "rep_pen_range": 0,
+        "rep_pen_decay": 0,
+        "rep_pen_slope": 1,
+        "no_repeat_ngram_size": 0,
+        "penalty_alpha": 0,
+        "num_beams": 1,
+        "length_penalty": 1,
+        "min_length": 0,
+        "encoder_rep_pen": 1,
+        "freq_pen": 0,
+        "presence_pen": 0,
+        "skew": 0,
+        "do_sample": true,
+        "early_stopping": false,
+        "dynatemp": true,
+        "min_temp": 0.85,
+        "max_temp": 1.7,
+        "dynatemp_exponent": 1,
+        "smoothing_factor": 0,
+        "smoothing_curve": 1,
+        "dry_allowed_length": 2,
+        "dry_multiplier": 0,
+        "dry_base": 1.75,
+        "dry_sequence_breakers": "[\"\\n\", \":\", \"\\\"\", \"*\"]",
+        "dry_penalty_last_n": 0,
+        "add_bos_token": true,
+        "ban_eos_token": false,
+        "skip_special_tokens": true,
+        "mirostat_mode": 0,
+        "mirostat_tau": 5,
+        "mirostat_eta": 0.1,
+        "guidance_scale": 1,
+        "negative_prompt": "",
+        "grammar_string": "",
+        "json_schema": {},
+        "banned_tokens": "",
+        "sampler_priority": [
+            "repetition_penalty",
+            "presence_penalty",
+            "frequency_penalty",
+            "dry",
+            "temperature",
+            "dynamic_temperature",
+            "quadratic_sampling",
+            "top_k",
+            "top_p",
+            "typical_p",
+            "epsilon_cutoff",
+            "eta_cutoff",
+            "tfs",
+            "top_a",
+            "min_p",
+            "mirostat",
+            "xtc",
+            "encoder_repetition_penalty",
+            "no_repeat_ngram"
+        ],
+        "samplers": [
+            "dry",
+            "top_k",
+            "tfs_z",
+            "typical_p",
+            "top_p",
+            "min_p",
+            "xtc",
+            "temperature"
+        ],
+        "samplers_priorities": [
+            "dry",
+            "penalties",
+            "no_repeat_ngram",
+            "temperature",
+            "top_nsigma",
+            "top_p_top_k",
+            "top_a",
+            "min_p",
+            "tfs",
+            "eta_cutoff",
+            "epsilon_cutoff",
+            "typical_p",
+            "quadratic",
+            "xtc"
+        ],
+        "ignore_eos_token": false,
+        "spaces_between_special_tokens": false,
+        "speculative_ngram": false,
+        "sampler_order": [
+            6,
+            0,
+            1,
+            3,
+            4,
+            2,
+            5
+        ],
+        "logit_bias": [],
+        "xtc_threshold": 0.1,
+        "xtc_probability": 0,
+        "nsigma": 0,
+        "ignore_eos_token_aphrodite": false,
+        "spaces_between_special_tokens_aphrodite": true,
+        "rep_pen_size": 0,
+        "genamt": 1200,
+        "max_length": 32768,
+        "name": "Falcon3_Text_Completion-Preset"
+    }
+}

config.json

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+{
+  "_name_or_path": "Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": null,
+  "eos_token_id": 11,
+  "head_dim": 256,
+  "hidden_act": "silu",
+  "hidden_size": 3072,
+  "initializer_range": 0.02,
+  "intermediate_size": 23040,
+  "max_position_embeddings": 32768,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 4,
+  "pad_token_id": 2023,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000042,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.48.2",
+  "unsloth_version": "2025.1.8",
+  "use_cache": false,
+  "vocab_size": 131072
+}

mergekit_config.yml

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+slices:
+  - sources:
+      - model: Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1
+        layer_range: [0, 40]
+      - model: Nitral-Archive/NightWing3-10B-v0.1
+        layer_range: [0, 40]
+merge_method: slerp
+base_model: Nitral-Archive/Virtuoso-Lite-chatmlified-10B_r16-ep1
+parameters:
+  t:
+    - filter: self_attn
+      value: [0, 0.5, 0.3, 0.7, 1]
+    - filter: mlp
+      value: [1, 0.5, 0.7, 0.3, 0]
+    - value: 0.420
+dtype: bfloat16

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special_tokens_map.json

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+{
+  "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
+  }
+}