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chat_template.jinja

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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" }}
+{%- else %}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
+    {%- else %}
+        {{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
+        {{- '<|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 %}

config.json

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+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "dtype": "bfloat16",
+  "eos_token_id": 151645,
+  "hidden_act": "silu",
+  "hidden_size": 3584,
+  "initializer_range": 0.02,
+  "intermediate_size": 18944,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention"
+  ],
+  "max_position_embeddings": 32768,
+  "max_window_layers": 28,
+  "model_type": "qwen2",
+  "num_attention_heads": 28,
+  "num_hidden_layers": 28,
+  "num_key_value_heads": 4,
+  "pad_token_id": null,
+  "rms_norm_eps": 1e-06,
+  "rope_parameters": {
+    "rope_theta": 1000000.0,
+    "rope_type": "default"
+  },
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "transformers_version": "5.10.0.dev0",
+  "use_cache": true,
+  "use_sliding_window": false,
+  "vocab_size": 152064
+}

generation_config.json

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+  "eos_token_id": 151645,
+  "transformers_version": "5.10.0.dev0",
+  "use_cache": true
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+}

readme.md

@@ -0,0 +1,112 @@
+\---
+
+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
+
+language:
+
+\- en
+
+\- it
+
+\---
+
+\## About
+
+
+
+<p align="center">
+
+&#x20; <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 quants of https://huggingface.co/vectionlabs/VL-1-Coder
+
+
+
+<!-- provided-files -->
+
+
+
+Refusals:  2/100, KL divergence: 0.0350
+
+
+
+\* Parameters:
+
+&#x20; \* direction\_index = 23.30
+
+&#x20; \* attn.o\_proj.max\_weight = 1.49
+
+&#x20; \* attn.o\_proj.max\_weight\_position = 17.90
+
+&#x20; \* attn.o\_proj.min\_weight = 1.47
+
+&#x20; \* attn.o\_proj.min\_weight\_distance = 13.71
+
+&#x20; \* mlp.down\_proj.max\_weight = 1.44
+
+&#x20; \* mlp.down\_proj.max\_weight\_position = 23.74
+
+&#x20; \* mlp.down\_proj.min\_weight = 1.09
+
+&#x20; \* mlp.down\_proj.min\_weight\_distance = 13.05
+
+
+
+<!-- end -->
+
+
+

tokenizer.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f7f96da3a872b5e901575b2067c744ad336c3a3d77a21584d20024557b1bd7f0
+size 11422059

tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "is_local": false,
+  "local_files_only": false,
+  "max_length": 1024,
+  "model_max_length": 32768,
+  "pad_to_multiple_of": null,
+  "pad_token": "<|endoftext|>",
+  "pad_token_type_id": 0,
+  "padding_side": "left",
+  "split_special_tokens": false,
+  "stride": 0,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": null
+}