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Model: MuXodious/Rocinante-XL-16B-v1-absolute-heresy Source: Original Platform
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161
README.md
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README.md
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---
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tags:
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- heretic
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- uncensored
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- decensored
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- abliterated
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base_model:
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- TheDrummer/Rocinante-XL-16B-v1
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pipeline_tag: text-generation
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---
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This is a **Rocinante-XL-16B-v1** fine-tune, produced through P-E-W's [Heretic](https://github.com/p-e-w/heretic) (v1.2.0) abliteration engine with [Self-Organizing Maps & Magnitude-Preserving Orthogonal Ablation](https://github.com/p-e-w/heretic/pull/196) enabled.
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---
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<p>
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<b>Heretication Results</b>
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<img src="https://img.shields.io/badge/HERESY_INDEX-ABSOLUTE-white?style=flat-square&labelColor=101010" align="right" width="250">
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<br clear="right">
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<img src="https://img.shields.io/badge/RENEGADE_CHAPTER-SOMPOA-FCC900?style=flat-square&labelColor=101010" align="right" width="300">
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</p>
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<br clear="right">
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| Score Metric | Value | Parameter | Value |
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| :--- | :--- | :--- | :--- |
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| **Refusals** | 3/416 | **direction_index** | 22.20 |
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| **KL Divergence** | 0.0182 | **attn.o_proj.max_weights.0** | 0: 1.26 |
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| **Initial Refusals** | 339/416 | **attn.o_proj.max_weights.1** | 1: 0.64 |
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||| **attn.o_proj.max_weights.2** | 2: 1.41 |
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||| **attn.o_proj.max_weights.3** | 3: 0.94 |
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||| **attn.o_proj.max_weight_position** | 23.86 |
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||| **attn.o_proj.min_weights.0** | 0: 0.97 |
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||| **attn.o_proj.min_weights.1** | 1: 0.03 |
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||| **attn.o_proj.min_weights.2** | 2: 1.18 |
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||| **attn.o_proj.min_weights.3** | 3: 0.93 |
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||| **attn.o_proj.min_weight_distance** | 18.57 |
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||| **mlp.down_proj.max_weights.0** | 0: 1.23 |
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||| **mlp.down_proj.max_weights.1** | 1: 0.70 |
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||| **mlp.down_proj.max_weights.2** | 2: 1.35 |
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||| **mlp.down_proj.max_weights.3** | 3: 0.86 |
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||| **mlp.down_proj.max_weight_position** | 28.60 |
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||| **mlp.down_proj.min_weights.0** | 0: 0.37 |
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||| **mlp.down_proj.min_weights.1** | 1: 0.25 |
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||| **mlp.down_proj.min_weights.2** | 2: 1.01 |
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||| **mlp.down_proj.min_weights.3** | 3: 0.45 |
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||| **mlp.down_proj.min_weight_distance** | 5.96 |
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---
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## Degree of Heretication
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The **Heresy Index** weighs the resulting model's corruption by the process (KL Divergence & PIQA, Manual Response Eval) and its abolition of doctrine (Refusals) for a final verdict in classification.
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| Index Entry | Classification | Analysis |
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| :--- | :--- | :--- |
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|  | **Absolute Heresy** | Near zero overt and secondary refusals with minimal to no model damage |
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|  | **Tainted Heresy** | Some residual secondary refusals and/or moderate model damage |
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|  | **Impotent Heresy** | Lingering overt refusals and high model damage |
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**Note**: This is an arbitrary and subjective classification inspired by Warhammer 40K, indended to serve as a signpost towards the model's performance.
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---
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**Appendix**
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> Empty system prompt.
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<details>
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<summary>Heretication Rituals</summary>
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```
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» [Trial 93] Refusals: 3/416, KL divergence: 0.0182
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[Trial 159] Refusals: 4/416, KL divergence: 0.0141
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[Trial 80] Refusals: 9/416, KL divergence: 0.0140
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[Trial 174] Refusals: 10/416, KL divergence: 0.0140
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[Trial 163] Refusals: 12/416, KL divergence: 0.0132
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[Trial 118] Refusals: 15/416, KL divergence: 0.0121
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[Trial 82] Refusals: 18/416, KL divergence: 0.0099
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[Trial 169] Refusals: 22/416, KL divergence: 0.0095
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[Trial 119] Refusals: 35/416, KL divergence: 0.0091
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[Trial 96] Refusals: 40/416, KL divergence: 0.0084
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[Trial 100] Refusals: 45/416, KL divergence: 0.0067
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[Trial 109] Refusals: 67/416, KL divergence: 0.0066
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[Trial 62] Refusals: 155/416, KL divergence: 0.0065
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[Trial 151] Refusals: 157/416, KL divergence: 0.0065
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[Trial 164] Refusals: 168/416, KL divergence: 0.0060
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[Trial 127] Refusals: 195/416, KL divergence: 0.0048
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[Trial 139] Refusals: 263/416, KL divergence: 0.0041
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[Trial 32] Refusals: 267/416, KL divergence: 0.0030
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[Trial 101] Refusals: 313/416, KL divergence: 0.0016
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[Trial 63] Refusals: 317/416, KL divergence: 0.0015
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[Trial 181] Refusals: 330/416, KL divergence: 0.0014
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[Trial 13] Refusals: 332/416, KL divergence: 0.0014
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[Trial 59] Refusals: 333/416, KL divergence: 0.0011
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[Trial 54] Refusals: 339/416, KL divergence: 0.0008
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```
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</details>
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<details>
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<summary>PIQA Benchmarks</summary>
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```
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┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
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┃ Benchmark ┃ Metric ┃ Value ┃
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┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
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│ PIQA Base │ acc,none │ 0.7900 │
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│ │ acc_stderr,none │ 0.0095 │
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│ │ acc_norm,none │ 0.8020 │
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│ │ acc_norm_stderr,none │ 0.0093 │
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└───────────┴──────────────────────┴────────┘
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┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
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┃ Benchmark ┃ Metric ┃ Value ┃
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┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
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│ PIQA T93 │ acc,none │ 0.7900 │
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│ │ acc_stderr,none │ 0.0095 │
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│ │ acc_norm,none │ 0.8030 │
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│ │ acc_norm_stderr,none │ 0.0093 │
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└───────────┴──────────────────────┴────────┘
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┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
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┃ Benchmark ┃ Metric ┃ Value ┃
|
||||
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
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│ PIQA T159 │ acc,none │ 0.7878 │
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||||
│ │ acc_stderr,none │ 0.0095 │
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│ │ acc_norm,none │ 0.8047 │
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||||
│ │ acc_norm_stderr,none │ 0.0092 │
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||||
└───────────┴──────────────────────┴────────┘
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||||
┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
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┃ Benchmark ┃ Metric ┃ Value ┃
|
||||
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
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│ PIQA T163 │ acc,none │ 0.7884 │
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||||
│ │ acc_stderr,none │ 0.0095 │
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│ │ acc_norm,none │ 0.8036 │
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||||
│ │ acc_norm_stderr,none │ 0.0093 │
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└───────────┴──────────────────────┴────────┘
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┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
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||||
┃ Benchmark ┃ Metric ┃ Value ┃
|
||||
┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
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│ PIQA T80 │ acc,none │ 0.7884 │
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│ │ acc_stderr,none │ 0.0095 │
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│ │ acc_norm,none │ 0.8020 │
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│ │ acc_norm_stderr,none │ 0.0093 │
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└───────────┴──────────────────────┴────────┘
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┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━┓
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┃ Benchmark ┃ Metric ┃ Value ┃
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┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━┩
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│ PIQA T174 │ acc,none │ 0.7889 │
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│ │ acc_stderr,none │ 0.0095 │
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│ │ acc_norm,none │ 0.8014 │
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│ │ acc_norm_stderr,none │ 0.0093 │
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└───────────┴──────────────────────┴────────┘
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```
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</details>
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---
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Mistral v3 Tekken or Metharme.
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Can think via \<thinking\> or \<think\>
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Just like Roci X but better.
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(Model card still a WIP)
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FP16: https://huggingface.co/TheDrummer/Rocinante-XL-16B-v1
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GGUF: https://huggingface.co/TheDrummer/Rocinante-XL-16B-v1-GGUF
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87
chat_template.jinja
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87
chat_template.jinja
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{%- if messages[0]["role"] == "system" %}
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{%- set system_message = messages[0]["content"] %}
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{%- set loop_messages = messages[1:] %}
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{%- else %}
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{%- set loop_messages = messages %}
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{%- endif %}
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{%- if not tools is defined %}
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{%- set tools = none %}
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{%- endif %}
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{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
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{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
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{%- set ns = namespace() %}
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{%- set ns.index = 0 %}
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{%- for message in loop_messages %}
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{%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
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{%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
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{{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
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{%- endif %}
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{%- set ns.index = ns.index + 1 %}
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{%- endif %}
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{%- endfor %}
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{{- bos_token }}
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{%- for message in loop_messages %}
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{%- if message["role"] == "user" %}
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{%- if tools is not none and (message == user_messages[-1]) %}
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{{- "[AVAILABLE_TOOLS][" }}
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{%- for tool in tools %}
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{%- set tool = tool.function %}
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{{- '{"type": "function", "function": {' }}
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{%- for key, val in tool.items() if key != "return" %}
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{%- if val is string %}
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{{- '"' + key + '": "' + val + '"' }}
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{%- else %}
|
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{{- '"' + key + '": ' + val|tojson }}
|
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{%- endif %}
|
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{%- if not loop.last %}
|
||||
{{- ", " }}
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{%- endif %}
|
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{%- endfor %}
|
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{{- "}}" }}
|
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{%- if not loop.last %}
|
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{{- ", " }}
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{%- else %}
|
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{{- "]" }}
|
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{%- endif %}
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{%- endfor %}
|
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{{- "[/AVAILABLE_TOOLS]" }}
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{%- endif %}
|
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{%- if loop.last and system_message is defined %}
|
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{{- "[INST]" + system_message + "\n\n" + message["content"] + "[/INST]" }}
|
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{%- else %}
|
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{{- "[INST]" + message["content"] + "[/INST]" }}
|
||||
{%- endif %}
|
||||
{%- elif (message.tool_calls is defined and message.tool_calls is not none) %}
|
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{{- "[TOOL_CALLS][" }}
|
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{%- for tool_call in message.tool_calls %}
|
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{%- set out = tool_call.function|tojson %}
|
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{{- out[:-1] }}
|
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{%- if not tool_call.id is defined or tool_call.id|length != 9 %}
|
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{{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
|
||||
{%- endif %}
|
||||
{{- ', "id": "' + tool_call.id + '"}' }}
|
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{%- if not loop.last %}
|
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{{- ", " }}
|
||||
{%- else %}
|
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{{- "]" + eos_token }}
|
||||
{%- endif %}
|
||||
{%- endfor %}
|
||||
{%- elif message["role"] == "assistant" %}
|
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{{- message["content"] + eos_token}}
|
||||
{%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
|
||||
{%- if message.content is defined and message.content.content is defined %}
|
||||
{%- set content = message.content.content %}
|
||||
{%- else %}
|
||||
{%- set content = message.content %}
|
||||
{%- endif %}
|
||||
{{- '[TOOL_RESULTS]{"content": ' + content|string + ", " }}
|
||||
{%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
|
||||
{{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
|
||||
{%- endif %}
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{{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
|
||||
{%- else %}
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{{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
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{%- endif %}
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{%- endfor %}
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26
config.json
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config.json
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{
|
||||
"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": 54,
|
||||
"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": "4.45.2",
|
||||
"use_cache": true,
|
||||
"vocab_size": 131072
|
||||
}
|
||||
7
generation_config.json
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7
generation_config.json
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||||
{
|
||||
"_from_model_config": true,
|
||||
"bos_token_id": 1,
|
||||
"eos_token_id": 2,
|
||||
"transformers_version": "5.8.0.dev0",
|
||||
"use_cache": true
|
||||
}
|
||||
3
model-00001-of-00007.safetensors
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3
model-00001-of-00007.safetensors
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23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
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|
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|
||||
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|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:e11c71726323d33da7b8d6f6f269f1988931c0a52b7122bcdd8c05042974e0db
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size 9264445
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8015
tokenizer_config.json
Normal file
8015
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user