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v6.2 Experimental MLX — Soul Infusion, benchmarked 80.9%

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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,197 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ tags:
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+ - ravenx
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+ - rath-protocol
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+ - cybersecurity
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+ - pentest
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+ - bug-bounty
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+ - red-team
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+ - agent
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+ - tool-calling
14
+ - MCP
15
+ - autonomous-agent
16
+ - qwen3.6
17
+ - MoE
18
+ - 35B
19
+ - security
20
+ - CVSS
21
+ - CWE
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+ - MITRE:ATT&CK
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+ base_model: huihui-ai/Huihui-Qwen3.6-35B-A3B-Claude-4.7-Opus-abliterated
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+ pipeline_tag: text-generation
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+ model-index:
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+ - name: RavenX-CyberAgent-v6.2
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+ results:
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+ - task:
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+ type: text-generation
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+ name: Security Assessment
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+ metrics:
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+ - type: custom
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+ name: Overall
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+ value: 80.9
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+ - type: custom
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+ name: Identity
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+ value: 93.8
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+ - type: custom
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+ name: Code
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+ value: 97.9
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+ - type: custom
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+ name: Reasoning
43
+ value: 85.4
44
+ - type: custom
45
+ name: Security-RATH
46
+ value: 70.8
47
+ - type: custom
48
+ name: Self-Improve
49
+ value: 68.8
50
+ - type: custom
51
+ name: Trading
52
+ value: 68.8
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+ ---
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+
55
+ # RavenX-CyberAgent v6.2 — Autonomous Security Assessment Agent
56
+
57
+ > **Find → Exploit → Impact → Remediate → Document → Prevent**
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+ > The first security model that executes the full vulnerability lifecycle.
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+
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+ Built by [@DeadByDawn101](https://huggingface.co/deadbydawn101) (RavenX LLC)
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+
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+ ## What's New in v6.2
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+
64
+ **v6.2 fixes the reasoning/overthinking issues found in v5.1.** The previous version had excessive internal deliberation tokens (`<think>` blocks) in the training data, causing repetition loops and overthinking. v6.2 uses a proprietary training methodology that:
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+
66
+ - **Strips deliberation noise** — removed 144,489 internal reasoning blocks that caused loops
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+ - **Identity-framed training** — model trained to BE a security agent, not just know about security
68
+ - **Single-pass training** — 1 round outperforms 12 rounds on the same data
69
+ - **Result:** val loss improved from 0.688 (v5.1) → 0.193 (v6.2)
70
+
71
+ ## Benchmark Results (Gemini 2.5 Flash Judge)
72
+
73
+ | Category | Score | Grade |
74
+ |----------|-------|-------|
75
+ | 🪪 Identity | 93.8% | EXCELLENT |
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+ | 💻 Code | 97.9% | EXCELLENT |
77
+ | 🧠 Reasoning | 85.4% | EXCELLENT |
78
+ | 🔒 Security/RATH | 70.8% | GOOD |
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+ | 📈 Self-Improve | 68.8% | GOOD |
80
+ | 💰 Trading | 68.8% | GOOD |
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+ | **Overall** | **80.9%** | **EXCELLENT** |
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+
83
+ ## Capabilities
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+
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+ ### RATH Protocol Execution
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+ The model executes the RATH (RavenX Assessment & Threat Hunting) protocol:
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+ 1. **Attack Surface** — Maps targets with nmap, subfinder, nuclei, httpx
88
+ 2. **Exploit** — Tests vulnerabilities via tool_call with sqlmap, metasploit, custom scripts
89
+ 3. **Impact** — CVSS 3.1 scoring, CWE classification, MITRE ATT&CK mapping
90
+ 4. **Remediation** — Exact commands, config changes, code patches
91
+ 5. **Document** — Structured findings with evidence and reproduction steps
92
+ 6. **Prevent** — Detection rules, monitoring alerts, hardening measures
93
+
94
+ ### Tool Calling
95
+ Uses `<tool_call>` format for direct command execution:
96
+ ```
97
+ <tool_call>
98
+ {"name": "execute_command", "arguments": {"command": "nmap -sV -sC -p- target.com"}}
99
+ </tool_call>
100
+ ```
101
+
102
+ ### Security Specialization
103
+ - 722,352 security training examples from 96 curated sources
104
+ - Offensive security (45%), vulnerability research (20%), code security (15%), defensive (10%), operations (10%)
105
+ - Instant CVE identification (e.g., Ghostcat CVE-2020-1938 from Tomcat version)
106
+ - WAF bypass methodology with systematic escalation
107
+ - Exploit development in Python, Go, Bash
108
+ - Source code auditing across multiple languages
109
+
110
+ ## Usage
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+
112
+ ### MLX (Apple Silicon)
113
+ ```python
114
+ from mlx_lm import load, generate
115
+ from mlx_lm.sample_utils import make_sampler
116
+
117
+ model, tokenizer = load("deadbydawn101/RavenX-CyberAgent-v6.2-Qwen3.6-35B-A3B-Pentester-RATH-MLX")
118
+ sampler = make_sampler(temp=0.7, top_p=0.9)
119
+
120
+ messages = [
121
+ {"role": "system", "content": "You are RavenX-CyberAgent v6.2, an autonomous security assessment agent. You execute the RATH protocol directly via tool_call."},
122
+ {"role": "user", "content": "Pentest target.com"},
123
+ ]
124
+ formatted = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
125
+ generate(model, tokenizer, prompt=formatted, max_tokens=500, sampler=sampler, verbose=True)
126
+ ```
127
+
128
+ ### GGUF (llama.cpp / Ollama / LM Studio)
129
+ ```bash
130
+ # Ollama
131
+ ollama run ravenx-cyberagent-v6.2
132
+
133
+ # llama.cpp
134
+ ./llama-cli -m RavenX-CyberAgent-v6.2-Q4_K_M.gguf -p "Pentest target.com"
135
+ ```
136
+
137
+ ## Example Output
138
+
139
+ **Prompt:** "Port 8443 running Apache Tomcat 9.0.31. What do you do?"
140
+
141
+ **Response:**
142
+ ```
143
+ Tomcat 9.0.31 on 8443 narrows it down. Critical path:
144
+
145
+ 1. Ghostcat (CVE-2020-1938) — AJP connector on 8009
146
+ 2. Default credentials: tomcat:tomcat → /manager/html
147
+ 3. Browser via MCP if UI is responsive
148
+ 4. NIST vulnerability check on 9.0.31
149
+
150
+ <tool_call>
151
+ {"name": "execute_command", "arguments": {"command": "nmap -sV -p 8009,8080,8443 target.com"}}
152
+ </tool_call>
153
+
154
+ <tool_call>
155
+ {"name": "execute_command", "arguments": {"command": "curl -u tomcat:tomcat http://target.com:8080/manager/html"}}
156
+ </tool_call>
157
+ ```
158
+
159
+ No repetition. No loops. Direct CVE identification. Immediate execution plan.
160
+
161
+ ## Model Details
162
+
163
+ | Spec | Value |
164
+ |------|-------|
165
+ | Base Model | Qwen3.6-35B-A3B (MoE) |
166
+ | Architecture | 35B parameters, Mixture of Experts |
167
+ | Training | LoRA, single pass, Apple Silicon (M4 Max 128GB) |
168
+ | Training Examples | 722,352 security + identity examples |
169
+ | Val Loss | 0.193 |
170
+ | Quantization | MLX (native) / GGUF Q4_K_M (20.7GB) |
171
+ | Context | 512 tokens (training), 32K (inference) |
172
+ | License | Apache 2.0 |
173
+
174
+ ## Comparison: v5.1 → v6.2
175
+
176
+ | Metric | v5.1 | v6.2 |
177
+ |--------|------|------|
178
+ | Rounds | 12 | 1 |
179
+ | Val Loss | 0.688 | 0.193 |
180
+ | Repetition | Severe | None |
181
+ | Tool Execution | Guides only | 13 tool_calls direct |
182
+ | RATH Format | None | Full (CVSS + CWE + MITRE) |
183
+ | Reasoning | Overthinking loops | Direct execution |
184
+
185
+ ## Built By
186
+
187
+ **Gabriel Garcia** / **RavenX LLC**
188
+
189
+ - 8+ years Apple InfoSec
190
+ - Google AI Professional Certificate
191
+ - Security+, ITIL v3 Foundation
192
+
193
+ Training methodology improvements are ongoing.
194
+
195
+ ---
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+
197
+ > *"We don't attack the firewall. We find the person holding the door open."* — RavenX-CyberAgent
chat_template.jinja ADDED
@@ -0,0 +1,158 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {%- set image_count = namespace(value=0) %}
2
+ {%- set video_count = namespace(value=0) %}
3
+ {%- macro render_content(content, do_vision_count, is_system_content=false) %}
4
+ {%- if content is string %}
5
+ {{- content }}
6
+ {%- elif content is iterable and content is not mapping %}
7
+ {%- for item in content %}
8
+ {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
9
+ {%- if is_system_content %}
10
+ {{- raise_exception('System message cannot contain images.') }}
11
+ {%- endif %}
12
+ {%- if do_vision_count %}
13
+ {%- set image_count.value = image_count.value + 1 %}
14
+ {%- endif %}
15
+ {%- if add_vision_id %}
16
+ {{- 'Picture ' ~ image_count.value ~ ': ' }}
17
+ {%- endif %}
18
+ {{- '<|vision_start|><|image_pad|><|vision_end|>' }}
19
+ {%- elif 'video' in item or item.type == 'video' %}
20
+ {%- if is_system_content %}
21
+ {{- raise_exception('System message cannot contain videos.') }}
22
+ {%- endif %}
23
+ {%- if do_vision_count %}
24
+ {%- set video_count.value = video_count.value + 1 %}
25
+ {%- endif %}
26
+ {%- if add_vision_id %}
27
+ {{- 'Video ' ~ video_count.value ~ ': ' }}
28
+ {%- endif %}
29
+ {{- '<|vision_start|><|video_pad|><|vision_end|>' }}
30
+ {%- elif 'text' in item %}
31
+ {{- item.text }}
32
+ {%- else %}
33
+ {{- raise_exception('Unexpected item type in content.') }}
34
+ {%- endif %}
35
+ {%- endfor %}
36
+ {%- elif content is none or content is undefined %}
37
+ {{- '' }}
38
+ {%- else %}
39
+ {{- raise_exception('Unexpected content type.') }}
40
+ {%- endif %}
41
+ {%- endmacro %}
42
+ {%- if not messages %}
43
+ {{- raise_exception('No messages provided.') }}
44
+ {%- endif %}
45
+ {%- set num_sys = 0 %}
46
+ {%- set merged_system = '' %}
47
+ {%- if messages[0].role == 'system' or messages[0].role == 'developer' %}
48
+ {%- set first = render_content(messages[0].content, false, true)|trim %}
49
+ {%- if messages|length > 1 and (messages[1].role == 'system' or messages[1].role == 'developer') %}
50
+ {%- set second = render_content(messages[1].content, false, true)|trim %}
51
+ {%- set merged_system = first + '\n' + second %}
52
+ {%- set num_sys = 2 %}
53
+ {%- else %}
54
+ {%- set merged_system = first %}
55
+ {%- set num_sys = 1 %}
56
+ {%- endif %}
57
+ {%- endif %}
58
+ {%- if tools and tools is iterable and tools is not mapping %}
59
+ {{- '<|im_start|>system\n' }}
60
+ {{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
61
+ {%- for tool in tools %}
62
+ {{- "\n" }}
63
+ {{- tool | tojson }}
64
+ {%- endfor %}
65
+ {{- "\n</tools>" }}
66
+ {{- '\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>' }}
67
+ {%- if merged_system %}
68
+ {{- '\n\n' + merged_system }}
69
+ {%- endif %}
70
+ {{- '<|im_end|>\n' }}
71
+ {%- else %}
72
+ {%- if merged_system %}
73
+ {{- '<|im_start|>system\n' + merged_system + '<|im_end|>\n' }}
74
+ {%- endif %}
75
+ {%- endif %}
76
+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
77
+ {%- for message in messages[::-1] %}
78
+ {%- set index = (messages|length - 1) - loop.index0 %}
79
+ {%- if ns.multi_step_tool and message.role == "user" %}
80
+ {%- set content = render_content(message.content, false)|trim %}
81
+ {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
82
+ {%- set ns.multi_step_tool = false %}
83
+ {%- set ns.last_query_index = index %}
84
+ {%- endif %}
85
+ {%- endif %}
86
+ {%- endfor %}
87
+ {%- for message in messages %}
88
+ {%- if loop.index0 >= num_sys and message.role != "system" and message.role != "developer" %}
89
+ {%- set content = render_content(message.content, true)|trim %}
90
+ {%- if message.role == "user" %}
91
+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
92
+ {%- elif message.role == "assistant" %}
93
+ {%- set reasoning_content = '' %}
94
+ {%- if message.reasoning_content is string %}
95
+ {%- set reasoning_content = message.reasoning_content %}
96
+ {%- else %}
97
+ {%- if '</think>' in content %}
98
+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
99
+ {%- set content = content.split('</think>')[-1].lstrip('\n') %}
100
+ {%- endif %}
101
+ {%- endif %}
102
+ {%- set reasoning_content = reasoning_content|trim %}
103
+ {%- if (preserve_thinking is defined and preserve_thinking is true) or (loop.index0 > ns.last_query_index) %}
104
+ {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
105
+ {%- else %}
106
+ {{- '<|im_start|>' + message.role + '\n' + content }}
107
+ {%- endif %}
108
+ {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
109
+ {%- for tool_call in message.tool_calls %}
110
+ {%- if tool_call.function is defined %}
111
+ {%- set tool_call = tool_call.function %}
112
+ {%- endif %}
113
+ {%- if loop.first %}
114
+ {%- if content|trim %}
115
+ {{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
116
+ {%- else %}
117
+ {{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
118
+ {%- endif %}
119
+ {%- else %}
120
+ {{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
121
+ {%- endif %}
122
+ {%- if tool_call.arguments is mapping %}
123
+ {%- for args_name in tool_call.arguments %}
124
+ {%- set args_value = tool_call.arguments[args_name] %}
125
+ {{- '<parameter=' + args_name + '>\n' }}
126
+ {%- 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 %}
127
+ {{- args_value }}
128
+ {{- '\n</parameter>\n' }}
129
+ {%- endfor %}
130
+ {%- endif %}
131
+ {{- '</function>\n</tool_call>' }}
132
+ {%- endfor %}
133
+ {%- endif %}
134
+ {{- '<|im_end|>\n' }}
135
+ {%- elif message.role == "tool" %}
136
+ {%- if loop.previtem and loop.previtem.role != "tool" %}
137
+ {{- '<|im_start|>user' }}
138
+ {%- endif %}
139
+ {{- '\n<tool_response>\n' }}
140
+ {{- content }}
141
+ {{- '\n</tool_response>' }}
142
+ {%- if not loop.last and loop.nextitem.role != "tool" %}
143
+ {{- '<|im_end|>\n' }}
144
+ {%- elif loop.last %}
145
+ {{- '<|im_end|>\n' }}
146
+ {%- endif %}
147
+ {%- endif %}
148
+ {%- endif %}
149
+ {%- endfor %}
150
+ {%- if add_generation_prompt %}
151
+ {{- '<|im_start|>assistant\n' }}
152
+ {%- if enable_thinking is defined and enable_thinking is false %}
153
+ {{- '<think>\n\n</think>\n\n' }}
154
+ {%- else %}
155
+ {{- '<think>\n' }}
156
+ {%- endif %}
157
+ {%- endif %}
158
+ {#- Unsloth fixes - developer role, tool calling #}
config.json ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "Qwen3_5MoeForConditionalGeneration"
4
+ ],
5
+ "bos_token_id": null,
6
+ "eos_token_id": 248046,
7
+ "image_token_id": 248056,
8
+ "model_name": "unsloth/Qwen3.6-35B-A3B",
9
+ "model_type": "qwen3_5_moe",
10
+ "pad_token_id": 248055,
11
+ "text_config": {
12
+ "attention_bias": false,
13
+ "attention_dropout": 0.0,
14
+ "attn_output_gate": true,
15
+ "bos_token_id": 248044,
16
+ "torch_dtype": "bfloat16",
17
+ "eos_token_id": 248044,
18
+ "full_attention_interval": 4,
19
+ "head_dim": 256,
20
+ "hidden_act": "silu",
21
+ "hidden_size": 2048,
22
+ "initializer_range": 0.02,
23
+ "layer_types": [
24
+ "linear_attention",
25
+ "linear_attention",
26
+ "linear_attention",
27
+ "full_attention",
28
+ "linear_attention",
29
+ "linear_attention",
30
+ "linear_attention",
31
+ "full_attention",
32
+ "linear_attention",
33
+ "linear_attention",
34
+ "linear_attention",
35
+ "full_attention",
36
+ "linear_attention",
37
+ "linear_attention",
38
+ "linear_attention",
39
+ "full_attention",
40
+ "linear_attention",
41
+ "linear_attention",
42
+ "linear_attention",
43
+ "full_attention",
44
+ "linear_attention",
45
+ "linear_attention",
46
+ "linear_attention",
47
+ "full_attention",
48
+ "linear_attention",
49
+ "linear_attention",
50
+ "linear_attention",
51
+ "full_attention",
52
+ "linear_attention",
53
+ "linear_attention",
54
+ "linear_attention",
55
+ "full_attention",
56
+ "linear_attention",
57
+ "linear_attention",
58
+ "linear_attention",
59
+ "full_attention",
60
+ "linear_attention",
61
+ "linear_attention",
62
+ "linear_attention",
63
+ "full_attention"
64
+ ],
65
+ "linear_conv_kernel_dim": 4,
66
+ "linear_key_head_dim": 128,
67
+ "linear_num_key_heads": 16,
68
+ "linear_num_value_heads": 32,
69
+ "linear_value_head_dim": 128,
70
+ "mamba_ssm_dtype": "float32",
71
+ "max_position_embeddings": 262144,
72
+ "model_type": "qwen3_5_moe_text",
73
+ "moe_intermediate_size": 512,
74
+ "mtp_num_hidden_layers": 1,
75
+ "mtp_use_dedicated_embeddings": false,
76
+ "num_attention_heads": 16,
77
+ "num_experts": 256,
78
+ "num_experts_per_tok": 8,
79
+ "num_hidden_layers": 40,
80
+ "num_key_value_heads": 2,
81
+ "output_router_logits": false,
82
+ "pad_token_id": null,
83
+ "partial_rotary_factor": 0.25,
84
+ "rms_norm_eps": 1e-06,
85
+ "rope_parameters": {
86
+ "mrope_interleaved": true,
87
+ "mrope_section": [
88
+ 11,
89
+ 11,
90
+ 10
91
+ ],
92
+ "partial_rotary_factor": 0.25,
93
+ "rope_theta": 10000000,
94
+ "type": "default"
95
+ },
96
+ "router_aux_loss_coef": 0.001,
97
+ "shared_expert_intermediate_size": 512,
98
+ "tie_word_embeddings": false,
99
+ "use_cache": true,
100
+ "vocab_size": 248320
101
+ },
102
+ "tie_word_embeddings": false,
103
+ "torch_dtype": "bfloat16",
104
+ "unsloth_version": "2026.4.1",
105
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