From ea81b75851c02f3c9e6f39ca48f2f9f8d504ce16 Mon Sep 17 00:00:00 2001
From: ModelHub XC <noreply@modelhub.org.cn>
Date: Fri, 14 Aug 2026 03:17:16 +0800
Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?=
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MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Model: nityaak/qwen3-1.7b-mtcsd-balanced-8430-stance-conversations-qlora
Source: Original Platform
---
 .gitattributes                                |  36 +++
 README.md                                     |  21 ++
 ...68938_2026-08-04T135950Z_carbontracker.log |  10 +
 ...8_2026-08-04T135950Z_carbontracker_err.log |   2 +
 ...026-08-04T135950Z_carbontracker_output.log |  17 ++
 chat_template.jinja                           |  97 ++++++++
 config.json                                   |  64 +++++
 generation_config.json                        |  13 +
 loss_curve.png                                | Bin 0 -> 23570 bytes
 model.safetensors                             |   3 +
 tokenizer.json                                |   3 +
 tokenizer_config.json                         | 226 ++++++++++++++++++
 training_summary.json                         |  48 ++++
 13 files changed, 540 insertions(+)
 create mode 100644 .gitattributes
 create mode 100644 README.md
 create mode 100644 carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker.log
 create mode 100644 carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_err.log
 create mode 100644 carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_output.log
 create mode 100644 chat_template.jinja
 create mode 100644 config.json
 create mode 100644 generation_config.json
 create mode 100644 loss_curve.png
 create mode 100644 model.safetensors
 create mode 100644 tokenizer.json
 create mode 100644 tokenizer_config.json
 create mode 100644 training_summary.json

diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..52373fe
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,36 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..7eceb26
--- /dev/null
+++ b/README.md
@@ -0,0 +1,21 @@
+---
+base_model: unsloth/Qwen3-1.7B-unsloth-bnb-4bit
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- qwen3
+license: apache-2.0
+language:
+- en
+---
+
+# Uploaded finetuned  model
+
+- **Developed by:** nityaak
+- **License:** apache-2.0
+- **Finetuned from model :** unsloth/Qwen3-1.7B-unsloth-bnb-4bit
+
+This qwen3 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
diff --git a/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker.log b/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker.log
new file mode 100644
index 0000000..470a8b1
--- /dev/null
+++ b/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker.log
@@ -0,0 +1,10 @@
+2026-08-04 13:59:50 - carbontracker version 2.4.5
+2026-08-04 13:59:50 - Only predicted and actual consumptions are multiplied by a PUE coefficient of 1.58 (Daniel Bizo, 2023, Uptime Institute Global Data Center Survey).
+2026-08-04 13:59:50 - The following components were found: GPU with device(s) NVIDIA A100-SXM4-40GB.
+2026-08-04 13:59:50 - Monitoring thread started.
+2026-08-04 14:17:12 - Epoch 1:
+2026-08-04 14:17:12 - Duration: 0:14:46.23
+2026-08-04 14:17:12 - Average power usage (W) for gpu: 274.90146440677967
+2026-08-04 14:17:12 - Carbon intensities (gCO2eq/kWh) fetched every 900 s at detected location: Breda, North Brabant, NL: [253.31]
+2026-08-04 14:17:12 - Average carbon intensity during training was 253.31 gCO2eq/kWh. 
+2026-08-04 14:17:12 - Monitoring thread ended.
diff --git a/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_err.log b/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_err.log
new file mode 100644
index 0000000..feb0ae8
--- /dev/null
+++ b/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_err.log
@@ -0,0 +1,2 @@
+2026-08-04 13:59:50,467 - MainThread - WARNING - No API keys provided. Skipping intensity provider initialization.
+2026-08-04 13:59:50,719 - MainThread - WARNING - No carbon intensity provider specified. Using average carbon intensity for NL: 253.31 gCO2eq/kWh.
diff --git a/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_output.log b/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_output.log
new file mode 100644
index 0000000..843593b
--- /dev/null
+++ b/carbontracker/2869759.368938_2026-08-04T135950Z_carbontracker_output.log
@@ -0,0 +1,17 @@
+2026-08-04 13:59:50 - CarbonTracker: The following components were found: GPU with device(s) NVIDIA A100-SXM4-40GB.
+2026-08-04 14:17:12 - CarbonTracker: 
+Predicted consumption for 1 epoch(s):
+	Time:	0:14:46
+	Energy:	0.106924991532 kWh
+	CO2eq:	27.085332131056 g
+	This is equivalent to:
+	0.253607978755 km travelled by car
+2026-08-04 14:17:12 - CarbonTracker: Average carbon intensity during training was 253.31 gCO2eq/kWh. 
+2026-08-04 14:17:12 - CarbonTracker: 
+Actual consumption for 1 epoch(s):
+	Time:	0:14:46
+	Energy:	0.106924991532 kWh
+	CO2eq:	27.085332131056 g
+	This is equivalent to:
+	0.253607978755 km travelled by car
+2026-08-04 14:17:12 - CarbonTracker: Finished monitoring.
diff --git a/chat_template.jinja b/chat_template.jinja
new file mode 100644
index 0000000..ba89998
--- /dev/null
+++ b/chat_template.jinja
@@ -0,0 +1,97 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0].role == 'system' %}
+        {{- messages[0].content + '\n\n' }}
+    {%- endif %}
+    {{- "# 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' }}
+    {%- endif %}
+{%- endif %}
+{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
+{%- for forward_message in messages %}
+    {%- set index = (messages|length - 1) - loop.index0 %}
+    {%- set message = messages[index] %}
+    {%- set tool_start = '<tool_response>' %}
+    {%- set tool_start_length = tool_start|length %}
+    {%- set start_of_message = message.content[:tool_start_length] %}
+    {%- set tool_end = '</tool_response>' %}
+    {%- set tool_end_length = tool_end|length %}
+    {%- set start_pos = (message.content|length) - tool_end_length %}
+    {%- if start_pos < 0 %}
+        {%- set start_pos = 0 %}
+    {%- endif %}
+    {%- set end_of_message = message.content[start_pos:] %}
+    {%- if ns.multi_step_tool and message.role == "user" and not(start_of_message == tool_start and end_of_message == tool_end) %}
+        {%- set ns.multi_step_tool = false %}
+        {%- set ns.last_query_index = index %}
+    {%- endif %}
+{%- endfor %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
+        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {%- set content = message.content %}
+        {%- set reasoning_content = '' %}
+        {%- if message.reasoning_content is defined and message.reasoning_content is not none %}
+            {%- set reasoning_content = message.reasoning_content %}
+        {%- else %}
+            {%- if '</think>' in message.content %}
+                {%- set content = (message.content.split('</think>')|last).lstrip('\n') %}
+                {%- set reasoning_content = (message.content.split('</think>')|first).rstrip('\n') %}
+                {%- set reasoning_content = (reasoning_content.split('<think>')|last).lstrip('\n') %}
+            {%- endif %}
+        {%- endif %}
+        {%- if loop.index0 > ns.last_query_index %}
+            {%- if loop.last or (not loop.last and reasoning_content) %}
+                {{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content.strip('\n') + '\n</think>\n\n' + content.lstrip('\n') }}
+            {%- else %}
+                {{- '<|im_start|>' + message.role + '\n' + content }}
+            {%- endif %}
+        {%- else %}
+            {{- '<|im_start|>' + message.role + '\n' + content }}
+        {%- endif %}
+        {%- if message.tool_calls %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if (loop.first and content) or (not loop.first) %}
+                    {{- '\n' }}
+                {%- endif %}
+                {%- if tool_call.function %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first 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' }}
+    {%- if enable_thinking is defined and enable_thinking is false %}
+        {{- '<think>\n\n</think>\n\n' }}
+    {%- endif %}
+{%- endif %}
\ No newline at end of file
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..90c7581
--- /dev/null
+++ b/config.json
@@ -0,0 +1,64 @@
+{
+    "architectures": [
+        "Qwen3ForCausalLM"
+    ],
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": null,
+    "torch_dtype": "bfloat16",
+    "eos_token_id": 151645,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 2048,
+    "initializer_range": 0.02,
+    "intermediate_size": 6144,
+    "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": 40960,
+    "max_window_layers": 28,
+    "model_type": "qwen3",
+    "num_attention_heads": 16,
+    "num_hidden_layers": 28,
+    "num_key_value_heads": 8,
+    "pad_token_id": 151654,
+    "rms_norm_eps": 1e-06,
+    "rope_parameters": {
+        "rope_theta": 1000000,
+        "rope_type": "default"
+    },
+    "sliding_window": null,
+    "tie_word_embeddings": true,
+    "unsloth_fixed": true,
+    "unsloth_version": "2026.7.5",
+    "use_cache": true,
+    "use_sliding_window": false,
+    "vocab_size": 151936
+}
\ No newline at end of file
diff --git a/generation_config.json b/generation_config.json
new file mode 100644
index 0000000..bf14878
--- /dev/null
+++ b/generation_config.json
@@ -0,0 +1,13 @@
+{
+  "do_sample": false,
+  "eos_token_id": [
+    151645,
+    151643
+  ],
+  "max_length": 40960,
+  "pad_token_id": 151654,
+  "temperature": 1.0,
+  "top_k": 50,
+  "top_p": 1.0,
+  "transformers_version": "5.5.0"
+}
diff --git a/loss_curve.png b/loss_curve.png
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+    }
+  },
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\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>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\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\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for forward_message in messages %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- set message = messages[index] %}\n    {%- set tool_start = '<tool_response>' %}\n    {%- set tool_start_length = tool_start|length %}\n    {%- set start_of_message = message.content[:tool_start_length] %}\n    {%- set tool_end = '</tool_response>' %}\n    {%- set tool_end_length = tool_end|length %}\n    {%- set start_pos = (message.content|length) - tool_end_length %}\n    {%- if start_pos < 0 %}\n        {%- set start_pos = 0 %}\n    {%- endif %}\n    {%- set end_of_message = message.content[start_pos:] %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and not(start_of_message == tool_start and end_of_message == tool_end) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set content = message.content %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is defined and message.reasoning_content is not none %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in message.content %}\n                {%- set content = (message.content.split('</think>')|last).lstrip('\\n') %}\n                {%- set reasoning_content = (message.content.split('</think>')|first).rstrip('\\n') %}\n                {%- set reasoning_content = (reasoning_content.split('<think>')|last).lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- message.content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}"
+}
\ No newline at end of file
diff --git a/training_summary.json b/training_summary.json
new file mode 100644
index 0000000..8d84bf8
--- /dev/null
+++ b/training_summary.json
@@ -0,0 +1,48 @@
+{
+  "experiment_metadata": {
+    "timestamp": "2026-08-04T12:17:13.350047+00:00",
+    "pretrained_model_name_or_path": "unsloth/Qwen3-1.7B-unsloth-bnb-4bit",
+    "data_dir": "nityaak/mtcsd-balanced-8430-stance-conversations",
+    "push_to_hub_id": "nityaak/qwen3-1.7b-mtcsd-balanced-8430-stance-conversations-qlora"
+  },
+  "configuration": {
+    "load_in_4bit": true,
+    "from_foundation_model": false,
+    "learning_rate": 2e-05,
+    "num_train_epochs": 1.0,
+    "per_device_train_batch_size": 8,
+    "gradient_accumulation_steps": 2,
+    "effective_batch_size": 16,
+    "weight_decay": 0.01,
+    "warmup_ratio": 0.1,
+    "optim": "adamw_8bit",
+    "max_length": 512,
+    "packing": true,
+    "completion_only_loss": true
+  },
+  "training_stats": {
+    "train_runtime": 886.2428,
+    "train_samples_per_second": 5.163,
+    "train_steps_per_second": 0.323,
+    "total_flos": 1.7806644944234496e+16,
+    "train_loss": 0.2831281659069595,
+    "epoch": 1.0
+  },
+  "gpu_stats": {
+    "gpu_id": 0,
+    "gpu_name": "NVIDIA A100-SXM4-40GB",
+    "memory_used_mb": 6858.0,
+    "memory_total_mb": 40626.8,
+    "memory_utilization_percent": 16.88,
+    "runtime_seconds": 886.2
+  },
+  "weight_verification": {
+    "all_changed": true,
+    "unchanged_params": []
+  },
+  "carbon_tracking": {
+    "enabled": true,
+    "log_dir": "carbontracker",
+    "note": "See carbontracker/ in this repo for actual consumption (time, energy, CO2eq)."
+  }
+}
\ No newline at end of file