Duplicate from dealignai/Nemotron-3.5-Lightning-30B-A3B-JANG_2L-CRACK
Browse filesCo-authored-by: dealign.ai <dealignai@users.noreply.huggingface.co>
- .gitattributes +36 -0
- README.md +138 -0
- chat_template.jinja +190 -0
- config.json +1053 -0
- dealign_logo.png +0 -0
- dealign_mascot.png +0 -0
- generation_config.json +14 -0
- jang_config.json +0 -0
- model-00001-of-00026.safetensors +3 -0
- model-00002-of-00026.safetensors +3 -0
- model-00003-of-00026.safetensors +3 -0
- model-00004-of-00026.safetensors +3 -0
- model-00005-of-00026.safetensors +3 -0
- model-00006-of-00026.safetensors +3 -0
- model-00007-of-00026.safetensors +3 -0
- model-00008-of-00026.safetensors +3 -0
- model-00009-of-00026.safetensors +3 -0
- model-00010-of-00026.safetensors +3 -0
- model-00011-of-00026.safetensors +3 -0
- model-00012-of-00026.safetensors +3 -0
- model-00013-of-00026.safetensors +3 -0
- model-00014-of-00026.safetensors +3 -0
- model-00015-of-00026.safetensors +3 -0
- model-00016-of-00026.safetensors +3 -0
- model-00017-of-00026.safetensors +3 -0
- model-00018-of-00026.safetensors +3 -0
- model-00019-of-00026.safetensors +3 -0
- model-00020-of-00026.safetensors +3 -0
- model-00021-of-00026.safetensors +3 -0
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- model-00023-of-00026.safetensors +3 -0
- model-00024-of-00026.safetensors +3 -0
- model-00025-of-00026.safetensors +3 -0
- model-00026-of-00026.safetensors +3 -0
- model.safetensors.index.json +772 -0
- osaurus-x-banner.png +0 -0
- special_tokens_map.json +30 -0
- tokenizer.json +3 -0
- tokenizer_config.json +0 -0
- vmlx-banner.png +0 -0
.gitattributes
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README.md
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---
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| 2 |
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language:
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- en
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- zh
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license: other
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license_name: nvidia-open-model-license
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license_link: https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/
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base_model: nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16
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base_model_relation: quantized
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library_name: mlx
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pipeline_tag: text-generation
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thumbnail: dealign_mascot.png
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tags:
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- mlx
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- apple-silicon
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- abliterated
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- uncensored
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- crack
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- jang
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- jang-2l
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- nemotron-h
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- mamba2
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- moe
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- reasoning
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- tool-calling
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- mtp
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- harmbench
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- mmlu
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---
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> [!IMPORTANT]
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> **Set your sampler explicitly:** `temperature=1.0`, `top_p=0.95` (NVIDIA rec — **no top_k**).
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> Stop tokens `eos_token_id = [2, 11]`. Reasoning (thinking) is **on by default**; toggle via the chat
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> template (`enable_thinking`). **Native MTP** draft head is included for speculative decoding.
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<!-- vmlx-banner -->
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<div align="center">
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<a href="https://vmlx.net">
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<img src="vmlx-banner.png" width="280" />
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<br/>
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<strong>Built for vMLX</strong> — the MLX inferencer with KV-cache quantization, prefix-cache reuse,
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agentic tool calling, speculative decoding, and mixed-precision JANG bundles.
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<br/>
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<sub>Free for macOS · <strong>vmlx.net</strong></sub>
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</a>
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</div>
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---
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| 49 |
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<div align="center">
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<img src="dealign_mascot.png" width="128" />
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# Nemotron 3.5 Lightning 30B-A3B — JANG_2L CRACK
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**CRACK abliterated** · **JANG 3.73-bit affine (MLX)** · Hybrid Mamba-2 / MoE / attention · Reasoning · Tools · **Native MTP** · ~16 GB
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| 57 |
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<a href="https://ko-fi.com/dealignai"><img src="https://img.shields.io/badge/Ko--fi-Support_Development-FF5E5B?logo=ko-fi&logoColor=white&style=for-the-badge" alt="Ko-fi"></a>
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</div>
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| 62 |
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---
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| 63 |
+
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## What Is This?
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This is [NVIDIA Nemotron 3.5 Lightning 30B-A3B](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16)
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— a **hybrid Mamba-2 / MoE / attention** model (52 layers, 128 routed experts ~3B active, 262K context,
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| 68 |
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native Multi-Token-Prediction draft head) — that has been:
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| 69 |
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| 70 |
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1. **CRACK abliterated** — refusal behavior removed at the weight level, so it complies across task
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| 71 |
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categories instead of refusing, while keeping reasoning, tool use, and knowledge intact.
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| 72 |
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2. **JANG_2L quantized** — 3.73-bit affine MLX bundle for Apple Silicon (~16 GB).
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| 73 |
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| 74 |
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Text-only. Reasoning, XML tool-calling, and native MTP speculative decoding fully preserved.
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## Results
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Evaluated through the MLX runtime. HarmBench scored with a strict code/chemistry-aware classifier (only
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substantive, coherent, on-topic compliance counts). MMLU is the standard 57-subject benchmark in logit mode.
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| Metric | Base | CRACK |
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| 82 |
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|---|---:|---:|
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| 83 |
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| **MMLU (57-subject, logit)** | 77.4% | **74.9%** |
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| 84 |
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| **HarmBench (harm-240, compliance / ASR)** | refuses | **100%** |
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| 85 |
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| 86 |
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MMLU moves **−2.46pp** — within run-to-run noise (no subject collapse). Refusal behavior removed;
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capability, reasoning, tools, and multilingual (EN+ZH) preserved.
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| 88 |
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## Features
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- **Hybrid Mamba-2 / MoE / attention** — 52 layers, 128 experts (~3B active), 262K context.
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| 92 |
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- **Native MTP** — the Multi-Token-Prediction draft head is preserved **and CRACK-aligned** (drafts match
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| 93 |
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the uncensored model → high acceptance) for speculative decoding.
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- **Reasoning (thinking)** — on by default; `<think>…</think>`, toggle via `enable_thinking`.
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| 95 |
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- **Tool calling** — native XML `<tool_call><function=…><parameter=…>` schema preserved.
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- **Multilingual** — English + Chinese.
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## Usage
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| 99 |
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| 100 |
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```python
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| 101 |
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from mlx_lm import load, generate
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| 102 |
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model, tok = load("dealignai/Nemotron-3.5-Lightning-30B-A3B-JANG_2L-CRACK")
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| 103 |
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# recommended sampling: temperature=1.0, top_p=0.95 (no top_k); eos [2, 11]
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```
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## Other quant levels
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| 107 |
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| Profile | Size | MMLU (CRACK) | HarmBench |
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| 109 |
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|---|---|---:|---:|
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| [JANG_6M](https://huggingface.co/dealignai/Nemotron-3.5-Lightning-30B-A3B-JANG_6M-CRACK) | 25 GB | 77.9% | 100% |
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| 111 |
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| [JANG_4M](https://huggingface.co/dealignai/Nemotron-3.5-Lightning-30B-A3B-JANG_4M-CRACK) | 18 GB | 78.6% | 100% |
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| 112 |
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| [JANG_2L](https://huggingface.co/dealignai/Nemotron-3.5-Lightning-30B-A3B-JANG_2L-CRACK) | 16 GB | 74.9% | 100% |
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| [MXFP8](https://huggingface.co/dealignai/Nemotron-3.5-Lightning-30B-A3B-MXFP8-CRACK) | 32 GB | 76.3% | 100% |
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## About CRACK
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**CRACK** (Controlled Refusal Ablation via Calibrated Knockouts) is dealignai's weight-level method for
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| 118 |
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removing safety-refusal behavior while preserving reasoning quality, coherence, and general capability —
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so the model complies across task categories instead of refusing. Calibrated per model.
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## Support dealignai
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| 122 |
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| 123 |
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All models are built from original research and released free.
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| 124 |
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**[Support us on Ko-fi](https://ko-fi.com/dealignai)** — membership gets early access and extras.
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| 126 |
+
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| 127 |
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[Ko-fi](https://ko-fi.com/dealignai) · [X @dealignai](https://x.com/dealignai) · [dealign.ai](https://dealign.ai)
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| 128 |
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| 129 |
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<div align="center"><img src="dealign_logo.png" alt="dealign.ai" width="200"/></div>
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---
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| 132 |
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## Disclaimer
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This model has had its safety-refusal behavior removed for research purposes. It will follow instructions
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across all categories without refusing. You are solely responsible for how you use it and for complying
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| 137 |
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with all applicable laws. Base model © NVIDIA (NVIDIA Open Model License). Published for AI-safety research
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and authorized security testing.
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chat_template.jinja
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{% macro render_extra_keys(json_dict, handled_keys) %}
|
| 2 |
+
{%- if json_dict is mapping %}
|
| 3 |
+
{%- for json_key in json_dict if json_key not in handled_keys %}
|
| 4 |
+
{%- if json_dict[json_key] is mapping or (json_dict[json_key] is sequence and json_dict[json_key] is not string) %}
|
| 5 |
+
{{- '\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | tojson | safe) ~ '</' ~ json_key ~ '>' }}
|
| 6 |
+
{%- else %}
|
| 7 |
+
{{-'\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | string) ~ '</' ~ json_key ~ '>' }}
|
| 8 |
+
{%- endif %}
|
| 9 |
+
{%- endfor %}
|
| 10 |
+
{%- endif %}
|
| 11 |
+
{% endmacro %}
|
| 12 |
+
{%- set enable_thinking = enable_thinking if enable_thinking is defined else True %}
|
| 13 |
+
{%- set truncate_history_thinking = truncate_history_thinking if truncate_history_thinking is defined else True %}
|
| 14 |
+
{%- set ns = namespace(last_user_idx = -1) %}
|
| 15 |
+
{%- set loop_messages = messages %}
|
| 16 |
+
{%- for m in loop_messages %}
|
| 17 |
+
{%- if m["role"] == "user" %}
|
| 18 |
+
{%- set ns.last_user_idx = loop.index0 %}
|
| 19 |
+
{%- endif %}
|
| 20 |
+
{%- endfor %}
|
| 21 |
+
{%- if messages[0]["role"] == "system" %}
|
| 22 |
+
{%- set system_message = messages[0]["content"] %}
|
| 23 |
+
{%- set loop_messages = messages[1:] %}
|
| 24 |
+
{%- else %}
|
| 25 |
+
{%- set system_message = "" %}
|
| 26 |
+
{%- set loop_messages = messages %}
|
| 27 |
+
{%- endif %}
|
| 28 |
+
{%- if not tools is defined %}
|
| 29 |
+
{%- set tools = [] %}
|
| 30 |
+
{%- endif %}
|
| 31 |
+
{%- set ns = namespace(last_user_idx = -1) %}
|
| 32 |
+
{%- for m in loop_messages %}
|
| 33 |
+
{%- if m["role"] == "user" %}
|
| 34 |
+
{%- set ns.last_user_idx = loop.index0 %}
|
| 35 |
+
{%- endif %}
|
| 36 |
+
{%- endfor %}
|
| 37 |
+
{%- if system_message is defined %}
|
| 38 |
+
{{- "<|im_start|>system\n" + system_message }}
|
| 39 |
+
{%- else %}
|
| 40 |
+
{%- if tools is iterable and tools | length > 0 %}
|
| 41 |
+
{{- "<|im_start|>system\n" }}
|
| 42 |
+
{%- endif %}
|
| 43 |
+
{%- endif %}
|
| 44 |
+
{%- if tools is iterable and tools | length > 0 %}
|
| 45 |
+
{%- if system_message is defined and system_message | length > 0 %}
|
| 46 |
+
{{- "\n\n" }}
|
| 47 |
+
{%- endif %}
|
| 48 |
+
{{- "# Tools\n\nYou have access to the following functions:\n\n" }}
|
| 49 |
+
{{- "<tools>" }}
|
| 50 |
+
{%- for tool in tools %}
|
| 51 |
+
{%- if tool.function is defined %}
|
| 52 |
+
{%- set tool = tool.function %}
|
| 53 |
+
{%- endif %}
|
| 54 |
+
{{- "\n<function>\n<name>" ~ tool.name ~ "</name>" }}
|
| 55 |
+
{%- if tool.description is defined %}
|
| 56 |
+
{{- '\n<description>' ~ (tool.description | trim) ~ '</description>' }}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{{- '\n<parameters>' }}
|
| 59 |
+
{%- if tool.parameters is defined and tool.parameters is mapping and tool.parameters.properties is defined and tool.parameters.properties is mapping %}
|
| 60 |
+
{%- for param_name, param_fields in tool.parameters.properties|items %}
|
| 61 |
+
{{- '\n<parameter>' }}
|
| 62 |
+
{{- '\n<name>' ~ param_name ~ '</name>' }}
|
| 63 |
+
{%- if param_fields.type is defined %}
|
| 64 |
+
{{- '\n<type>' ~ (param_fields.type | string) ~ '</type>' }}
|
| 65 |
+
{%- endif %}
|
| 66 |
+
{%- if param_fields.description is defined %}
|
| 67 |
+
{{- '\n<description>' ~ (param_fields.description | trim) ~ '</description>' }}
|
| 68 |
+
{%- endif %}
|
| 69 |
+
{%- if param_fields.enum is defined %}
|
| 70 |
+
{{- '\n<enum>' ~ (param_fields.enum | tojson | safe) ~ '</enum>' }}
|
| 71 |
+
{%- endif %}
|
| 72 |
+
{%- set handled_keys = ['name', 'type', 'description', 'enum'] %}
|
| 73 |
+
{{- render_extra_keys(param_fields, handled_keys) }}
|
| 74 |
+
{{- '\n</parameter>' }}
|
| 75 |
+
{%- endfor %}
|
| 76 |
+
{%- endif %}
|
| 77 |
+
{% set handled_keys = ['type', 'properties', 'required'] %}
|
| 78 |
+
{{- render_extra_keys(tool.parameters, handled_keys) }}
|
| 79 |
+
{%- if tool.parameters is defined and tool.parameters.required is defined %}
|
| 80 |
+
{{- '\n<required>' ~ (tool.parameters.required | tojson | safe) ~ '</required>' }}
|
| 81 |
+
{%- endif %}
|
| 82 |
+
{{- '\n</parameters>' }}
|
| 83 |
+
{%- set handled_keys = ['type', 'name', 'description', 'parameters'] %}
|
| 84 |
+
{{- render_extra_keys(tool, handled_keys) }}
|
| 85 |
+
{{- '\n</function>' }}
|
| 86 |
+
{%- endfor %}
|
| 87 |
+
{{- "\n</tools>" }}
|
| 88 |
+
{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
|
| 89 |
+
{%- endif %}
|
| 90 |
+
{%- if system_message is defined %}
|
| 91 |
+
{{- '<|im_end|>\n' }}
|
| 92 |
+
{%- else %}
|
| 93 |
+
{%- if tools is iterable and tools | length > 0 %}
|
| 94 |
+
{{- '<|im_end|>\n' }}
|
| 95 |
+
{%- endif %}
|
| 96 |
+
{%- endif %}
|
| 97 |
+
{%- for message in loop_messages %}
|
| 98 |
+
{%- if message.role == "assistant" %}
|
| 99 |
+
{%- if message.reasoning_content is defined and message.reasoning_content is string and message.reasoning_content | trim | length > 0 %}
|
| 100 |
+
{%- set content = "<think>\n" ~ message.reasoning_content ~ "</think>" ~ (message.content | default('', true)) %}
|
| 101 |
+
{%- else %}
|
| 102 |
+
{%- set content = message.content | default('', true) %}
|
| 103 |
+
{%- if content is string -%}
|
| 104 |
+
{%- if '<think>' not in content and '</think>' not in content -%}
|
| 105 |
+
{%- set content = "<think></think>" ~ content -%}
|
| 106 |
+
{%- endif -%}
|
| 107 |
+
{%- else -%}
|
| 108 |
+
{%- set content = content -%}
|
| 109 |
+
{%- endif -%}
|
| 110 |
+
{%- endif %}
|
| 111 |
+
{%- if message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %}
|
| 112 |
+
{{- '<|im_start|>assistant\n' }}
|
| 113 |
+
{%- set include_content = not (truncate_history_thinking and loop.index0 < ns.last_user_idx) %}
|
| 114 |
+
{%- if content is string and content | trim | length > 0 %}
|
| 115 |
+
{%- if include_content %}
|
| 116 |
+
{{- (content | trim) ~ '\n' -}}
|
| 117 |
+
{%- else %}
|
| 118 |
+
{%- set c = (content | string) %}
|
| 119 |
+
{%- if '</think>' in c %}
|
| 120 |
+
{%- set c = c.split('</think>')[-1] %}
|
| 121 |
+
{%- elif '<think>' in c %}
|
| 122 |
+
{%- set c = c.split('<think>')[0] %}
|
| 123 |
+
{%- endif %}
|
| 124 |
+
{%- set c = "<think></think>" ~ c %}
|
| 125 |
+
{%- if c | length > 0 %}
|
| 126 |
+
{{- c ~ '\n' -}}
|
| 127 |
+
{%- endif %}
|
| 128 |
+
{%- endif %}
|
| 129 |
+
{%- else %}
|
| 130 |
+
{{- "<think></think>" -}}
|
| 131 |
+
{%- endif %}
|
| 132 |
+
{%- for tool_call in message.tool_calls %}
|
| 133 |
+
{%- if tool_call.function is defined %}
|
| 134 |
+
{%- set tool_call = tool_call.function %}
|
| 135 |
+
{%- endif %}
|
| 136 |
+
{{- '<tool_call>\n<function=' ~ tool_call.name ~ '>\n' -}}
|
| 137 |
+
{%- if tool_call.arguments is defined %}
|
| 138 |
+
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 139 |
+
{{- '<parameter=' ~ args_name ~ '>\n' -}}
|
| 140 |
+
{%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
|
| 141 |
+
{{- args_value ~ '\n</parameter>\n' -}}
|
| 142 |
+
{%- endfor %}
|
| 143 |
+
{%- endif %}
|
| 144 |
+
{{- '</function>\n</tool_call>\n' -}}
|
| 145 |
+
{%- endfor %}
|
| 146 |
+
{{- '<|im_end|>\n' }}
|
| 147 |
+
{%- else %}
|
| 148 |
+
{%- if not (truncate_history_thinking and loop.index0 < ns.last_user_idx) %}
|
| 149 |
+
{{- '<|im_start|>assistant\n' ~ (content | default('', true) | string | trim) ~ '<|im_end|>\n' }}
|
| 150 |
+
{%- else %}
|
| 151 |
+
{%- set c = (content | default('', true) | string) %}
|
| 152 |
+
{%- if '<think>' in c and '</think>' in c %}
|
| 153 |
+
{%- set c = "<think></think>" ~ c.split('</think>')[-1] %}
|
| 154 |
+
{%- endif %}
|
| 155 |
+
{%- set c = c | trim %}
|
| 156 |
+
{%- if c | length > 0 %}
|
| 157 |
+
{{- '<|im_start|>assistant\n' ~ c ~ '<|im_end|>\n' }}
|
| 158 |
+
{%- else %}
|
| 159 |
+
{{- '<|im_start|>assistant\n<|im_end|>\n' }}
|
| 160 |
+
{%- endif %}
|
| 161 |
+
{%- endif %}
|
| 162 |
+
{%- endif %}
|
| 163 |
+
{%- elif message.role == "user" or message.role == "system" %}
|
| 164 |
+
{{- '<|im_start|>' + message.role + '\n' }}
|
| 165 |
+
{%- set content = message.content | string %}
|
| 166 |
+
{{- content }}
|
| 167 |
+
{{- '<|im_end|>\n' }}
|
| 168 |
+
{%- elif message.role == "tool" %}
|
| 169 |
+
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 170 |
+
{{- '<|im_start|>user\n' }}
|
| 171 |
+
{%- endif %}
|
| 172 |
+
{{- '<tool_response>\n' }}
|
| 173 |
+
{{- message.content }}
|
| 174 |
+
{{- '\n</tool_response>\n' }}
|
| 175 |
+
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 176 |
+
{{- '<|im_end|>\n' }}
|
| 177 |
+
{%- elif loop.last %}
|
| 178 |
+
{{- '<|im_end|>\n' }}
|
| 179 |
+
{%- endif %}
|
| 180 |
+
{%- else %}
|
| 181 |
+
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }}
|
| 182 |
+
{%- endif %}
|
| 183 |
+
{%- endfor %}
|
| 184 |
+
{%- if add_generation_prompt %}
|
| 185 |
+
{%- if enable_thinking %}
|
| 186 |
+
{{- '<|im_start|>assistant\n<think>\n' }}
|
| 187 |
+
{%- else %}
|
| 188 |
+
{{- '<|im_start|>assistant\n<think></think>' }}
|
| 189 |
+
{%- endif %}
|
| 190 |
+
{%- endif %}
|
config.json
ADDED
|
@@ -0,0 +1,1053 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"NemotronHForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 1,
|
| 8 |
+
"chunk_size": 128,
|
| 9 |
+
"conv_kernel": 4,
|
| 10 |
+
"dtype": "bfloat16",
|
| 11 |
+
"eos_token_id": 2,
|
| 12 |
+
"expand": 2,
|
| 13 |
+
"head_dim": 128,
|
| 14 |
+
"hidden_dropout": 0.0,
|
| 15 |
+
"hidden_size": 2688,
|
| 16 |
+
"initializer_range": 0.02,
|
| 17 |
+
"intermediate_size": 1856,
|
| 18 |
+
"layer_norm_epsilon": 1e-05,
|
| 19 |
+
"mamba_head_dim": 64,
|
| 20 |
+
"mamba_hidden_act": "silu",
|
| 21 |
+
"mamba_num_heads": 64,
|
| 22 |
+
"mamba_proj_bias": false,
|
| 23 |
+
"mamba_ssm_cache_dtype": "float32",
|
| 24 |
+
"max_position_embeddings": 262144,
|
| 25 |
+
"mlp_bias": false,
|
| 26 |
+
"mlp_hidden_act": "relu2",
|
| 27 |
+
"model_type": "nemotron_h",
|
| 28 |
+
"moe_intermediate_size": 1856,
|
| 29 |
+
"moe_latent_size": null,
|
| 30 |
+
"moe_shared_expert_intermediate_size": 3712,
|
| 31 |
+
"moe_shared_expert_overlap": true,
|
| 32 |
+
"n_group": 1,
|
| 33 |
+
"n_groups": 8,
|
| 34 |
+
"n_routed_experts": 128,
|
| 35 |
+
"n_shared_experts": 1,
|
| 36 |
+
"norm_eps": 1e-05,
|
| 37 |
+
"norm_topk_prob": true,
|
| 38 |
+
"num_attention_heads": 32,
|
| 39 |
+
"num_experts_per_tok": 6,
|
| 40 |
+
"num_hidden_layers": 52,
|
| 41 |
+
"num_key_value_heads": 2,
|
| 42 |
+
"num_logits_to_keep": 1,
|
| 43 |
+
"num_nextn_predict_layers": 1,
|
| 44 |
+
"pad_token_id": 0,
|
| 45 |
+
"partial_rotary_factor": 1.0,
|
| 46 |
+
"rescale_prenorm_residual": true,
|
| 47 |
+
"residual_in_fp32": false,
|
| 48 |
+
"rope_theta": 10000,
|
| 49 |
+
"routed_scaling_factor": 2.5,
|
| 50 |
+
"sliding_window": null,
|
| 51 |
+
"ssm_state_size": 128,
|
| 52 |
+
"tie_word_embeddings": false,
|
| 53 |
+
"time_step_floor": 0.0001,
|
| 54 |
+
"time_step_max": 0.1,
|
| 55 |
+
"time_step_min": 0.001,
|
| 56 |
+
"topk_group": 1,
|
| 57 |
+
"transformers_version": "4.57.6",
|
| 58 |
+
"use_bias": false,
|
| 59 |
+
"use_cache": true,
|
| 60 |
+
"use_conv_bias": true,
|
| 61 |
+
"use_mamba_kernels": true,
|
| 62 |
+
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model-00023-of-00026.safetensors
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model-00024-of-00026.safetensors
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model-00025-of-00026.safetensors
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model-00026-of-00026.safetensors
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size 39678264
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,772 @@
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special_tokens_map.json
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tokenizer.json
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