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Model: GuruVarshini/supportlm-qwen2.5-3b
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---
language:
- hi
- ta
- en
tags:
- customer-support
- hinglish
- tanglish
- fine-tuned
- qwen2.5
- qlora
base_model: Qwen/Qwen2.5-3B-Instruct
pipeline_tag: text-generation
---
# SupportLM — Hinglish/Tanglish Customer Support Model
A fine-tuned Qwen2.5-3B model for Indian e-commerce customer support
in code-switched language (Hinglish and Tanglish).
## What it does
Given a customer support message in Hinglish or Tanglish, the model:
1. Classifies the issue type into one of 8 categories
2. Extracts the order ID if present in the message
3. Generates an empathetic response in the same language the customer used
## Benchmark Results
Evaluated on 159 held-out test examples never seen during training.
| Metric | GPT-4o-mini | SFT Model | DPO Model |
|--------|-------------|-----------|-----------|
| Classification accuracy | 74.8% | **79.9%** | 78.0% |
| Order ID extraction | 98.7% | **99.4%** | 99.4% |
| Language match rate | 96.2% | 99.4% | **100.0%** |
SFT model chosen for deployment — best classification accuracy.
## Issue Types
order_status, return_request, payment_issue, delivery_complaint,
product_defect, cancellation_request, wrong_item, discount_query
## Training Details
- Base model: Qwen/Qwen2.5-3B-Instruct
- Training data: 1277 synthetic Hinglish/Tanglish examples
- Training method: QLoRA (r=16, alpha=32) + DPO (beta=0.1)
- Hardware: Google Colab T4 GPU (free tier)
- Training time: ~40 minutes total (SFT + DPO)
## Usage
```python
from transformers import AutoModelForCausalLM, AutoTokenizer
import json
model = AutoModelForCausalLM.from_pretrained("GuruVarshini/supportlm-qwen2.5-3b")
tokenizer = AutoTokenizer.from_pretrained("GuruVarshini/supportlm-qwen2.5-3b")
message = "bhai mere order ka kya hua yaar 3 din ho gaye"
messages = [
{"role": "system", "content": "You are a customer support agent for an Indian e-commerce platform. Given a customer message, respond with a JSON object containing issue_type, order_id, and response."},
{"role": "user", "content": message}
]
input_ids = tokenizer.apply_chat_template(
messages,
return_tensors="pt",
add_generation_prompt=True
)
output = model.generate(input_ids, max_new_tokens=200)
print(tokenizer.decode(output[0][input_ids.shape[1]:], skip_special_tokens=True))

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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 %}

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{
"architectures": [
"Qwen2ForCausalLM"
],
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"bos_token_id": 151643,
"dtype": "float16",
"eos_token_id": 151645,
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"max_position_embeddings": 32768,
"max_window_layers": 70,
"model_type": "qwen2",
"num_attention_heads": 16,
"num_hidden_layers": 36,
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"rope_type": "default"
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"tie_word_embeddings": true,
"transformers_version": "5.5.0",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 151936
}

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