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---
base_model: vectionlabs/VL-1-Coder
library_name: transformers
license: apache-2.0
haffner:
readme_rev: 1
quantized_by: haffner
tags:
- heretic
- reasoning
- coding
- agent
- qwen
- code
- local
- vectionlabs
- text-generation
- custom-code
- fast
- coder
- gguf
language:
- en
- it
---
## About
<p align="center">
<img src="VLCoderBannerHeretic.jpg" width="100%">
</p>
<!-- ### quantize\_version: 2 -->
<!-- ### output\_tensor\_quantised: 1 -->
<!-- ### convert\_type: hf -->
<!-- ### tags: -->
<!-- ### quants: BF16 Q8\_0 Q6\_K Q5\_1 Q5\_K\_M Q5\_K\_S Q5\_0 Q4\_1 IQ4\_NL IQ4\_XS IQ3\_M IQ3\_S Q3\_K\_S Q3\_K\_M Q3\_K\_L Q2_K TQ2_0 TQ1_0 Q1_0
<!-- ### quants\_skip: -->
<!-- ### skip\_mmproj: -->
Heretic'ed safetensors and GGUF quants of https://huggingface.co/vectionlabs/VL-1-Coder
<!-- provided-files -->
Refusals: 2/100, KL divergence: 0.0350
* Parameters:
* direction_index = 23.30
* attn.o_proj.max_weight = 1.49
* attn.o_proj.max_weight_position = 17.90
* attn.o_proj.min_weight = 1.47
* attn.o_proj.min_weight_distance = 13.71
* mlp.down_proj.max_weight = 1.44
* mlp.down_proj.max_weight_position = 23.74
* mlp.down_proj.min_weight = 1.09
* mlp.down_proj.min_weight_distance = 13.05
<!-- end -->

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{%- if tools %}
{{- '<|im_start|>system\n' }}
{%- if messages[0]['role'] == 'system' %}
{{- messages[0]['content'] }}
{%- else %}
{{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
{%- endif %}
{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
{%- for tool in tools %}
{{- "\n" }}
{{- tool | tojson }}
{%- endfor %}
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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{%- endif %}
{%- endif %}
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{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
{%- elif message.role == "assistant" %}
{{- '<|im_start|>' + message.role }}
{%- if message.content %}
{{- '\n' + message.content }}
{%- endif %}
{%- for tool_call in message.tool_calls %}
{%- if tool_call.function is defined %}
{%- set tool_call = tool_call.function %}
{%- endif %}
{{- '\n<tool_call>\n{"name": "' }}
{{- tool_call.name }}
{{- '", "arguments": ' }}
{{- tool_call.arguments | tojson }}
{{- '}\n</tool_call>' }}
{%- endfor %}
{{- '<|im_end|>\n' }}
{%- elif message.role == "tool" %}
{%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
{{- '<|im_start|>user' }}
{%- endif %}
{{- '\n<tool_response>\n' }}
{{- message.content }}
{{- '\n</tool_response>' }}
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
{{- '<|im_end|>\n' }}
{%- endif %}
{%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
{{- '<|im_start|>assistant\n' }}
{%- endif %}

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},
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"transformers_version": "5.10.0.dev0",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 152064
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