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Lakshan2003/Llama3.2-instruct-customerservice-context-summarization-evaldata
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Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20 -
Lakshan2003/Qwen3-8B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 16 -
Lakshan2003/Qwen3-4B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20
Lakshan Cooray
Lakshan2003
AI & ML interests
Natural Language Generation, LLMs, SLMs, LLM based Evaluation, Graph RAG, Industrial NLP
Recent Activity
updated a dataset 7 days ago
Lakshan2003/context-summarization-llm-judge-results published a dataset 7 days ago
Lakshan2003/context-summarization-llm-judge-results updated a model 7 days ago
Lakshan2003/Llama-3.1-8B-Instruct-customerservice-context-summaryOrganizations
None yet
Fine-tuned models for context summarization in multi-turn customer service conversations.
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Lakshan2003/Qwen3-8B-Instruct-customerservice-context-summary
Summarization • Updated • 54 -
Lakshan2003/Phi-4-mini-instruct-customerservice-context-summary
Summarization • Updated • 56 -
Lakshan2003/Qwen3-4B-instruct-customerservice-context-summary
Summarization • Updated • 66 -
Lakshan2003/Llama3.2-3B-instruct-customerservice-context-summary
Text Generation • Updated • 43
Per-model evaluation datasets (~10k rows each) for context summarization experiments in customer service conversations.
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Lakshan2003/Llama3.2-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 25 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20 -
Lakshan2003/Qwen3-8B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 16 -
Lakshan2003/Qwen3-4B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20
Per-model human evaluation datasets (evaluator_3) for customer service client-agent conversations.
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Lakshan2003/Llama-3.2-Instruct-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Phi-4-Mini-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Qwen3-4B-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 3 -
Lakshan2003/GPT-4.1-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 7
Per-model human evaluation datasets (evaluator_1) for customer service client-agent conversations.
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Lakshan2003/Llama-3.2-Instruct-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 5 -
Lakshan2003/Phi-4-Mini-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Qwen3-4B-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 4 -
Lakshan2003/GPT-4.1-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 8
Pairwise comparison datasets used to evaluate SLM responses against Gemini-2.5-Flash on customer service client-agent conversations.
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Lakshan2003/pairwise-gemini-2.5-flash-vs-qwen3-1.7b
Viewer • Updated • 1k • 6 -
Lakshan2003/pairwise-gemini-2.5-flash-vs-qwen3-4b
Viewer • Updated • 1k • 10 -
Lakshan2003/pairwise-gemini-2.5-flash-vs-qwen3-8b
Viewer • Updated • 1k • 8 -
Lakshan2003/pairwise-gemini-2.5-flash-vs-phi-4-mini
Viewer • Updated • 1k • 10
Per-model LLM-as-a-Judge evaluation datasets (~6k rows each) generated for customer service client-agent conversations.
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Lakshan2003/Qwen3-1.7B-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 9 -
Lakshan2003/Qwen3-4B-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 5 -
Lakshan2003/Qwen3-8B-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 8 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 12
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Lakshan2003/gemini-2.5-flash-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 35 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 28 -
Lakshan2003/Llama3.2-3B-instruct-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 30 -
Lakshan2003/Phi-4-mini-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 28
Fine-tuned SLMs for context-summarized multi-turn customer service response generation.
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Lakshan2003/SmolLM3-3B-instruct-customerservice
Text Generation • Updated • 3 -
Lakshan2003/Qwen3-4B-instruct-customerservice
Text Generation • Updated • 2 -
Lakshan2003/Phi-4-mini-instruct-customerservice
Text Generation • Updated • 1 -
Lakshan2003/Qwen3-1.7B-instruct-customerservice
Text Generation • Updated • 1
Datasets used for benchmarking computational cost and inference efficiency of SLMs in customer service QA experiments.
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Lakshan2003/slm-cost-benchmark-testset-1000
Viewer • Updated • 1k • 10 -
Lakshan2003/slm-cost-benchmark-final-summary
Viewer • Updated • 9 • 12 -
Lakshan2003/Qwen3-1.7B-Instruct-cost-benchmark-results
Viewer • Updated • 1k • 8 -
Lakshan2003/Qwen3-4B-Instruct-cost-benchmark-results
Viewer • Updated • 1k • 7
Per-model human evaluation datasets (evaluator_2) for customer service client-agent conversations.
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Lakshan2003/Llama-3.2-Instruct-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Phi-4-Mini-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Qwen3-4B-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 4 -
Lakshan2003/GPT-4.1-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 7
Pairwise comparison datasets used to evaluate SLM responses against Virtuoso-Large on customer service client-agent conversations.
Pairwise comparison datasets used to evaluate SLM responses against GPT-4.1.
Per-model inference outputs from SLMs and LLMs evaluated on customer service client-agent conversations.
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Lakshan2003/Qwen3-1.7B-customerservice-evaldata
Viewer • Updated • 36.7k • 12 -
Lakshan2003/Qwen3-4B-customerservice-evaldata
Viewer • Updated • 36.7k • 4 • 1 -
Lakshan2003/Qwen3-8B-customerservice-evaldata
Viewer • Updated • 36.7k • 7 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-evaldata
Viewer • Updated • 36.7k • 12
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Lakshan2003/Llama3.2-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 25 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20 -
Lakshan2003/Qwen3-8B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 16 -
Lakshan2003/Qwen3-4B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20
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Lakshan2003/gemini-2.5-flash-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 35 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 28 -
Lakshan2003/Llama3.2-3B-instruct-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 30 -
Lakshan2003/Phi-4-mini-customerservice-context-summarization-llm-judge-data
Viewer • Updated • 1k • 28
Fine-tuned models for context summarization in multi-turn customer service conversations.
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Lakshan2003/Qwen3-8B-Instruct-customerservice-context-summary
Summarization • Updated • 54 -
Lakshan2003/Phi-4-mini-instruct-customerservice-context-summary
Summarization • Updated • 56 -
Lakshan2003/Qwen3-4B-instruct-customerservice-context-summary
Summarization • Updated • 66 -
Lakshan2003/Llama3.2-3B-instruct-customerservice-context-summary
Text Generation • Updated • 43
Fine-tuned SLMs for context-summarized multi-turn customer service response generation.
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Lakshan2003/SmolLM3-3B-instruct-customerservice
Text Generation • Updated • 3 -
Lakshan2003/Qwen3-4B-instruct-customerservice
Text Generation • Updated • 2 -
Lakshan2003/Phi-4-mini-instruct-customerservice
Text Generation • Updated • 1 -
Lakshan2003/Qwen3-1.7B-instruct-customerservice
Text Generation • Updated • 1
Per-model evaluation datasets (~10k rows each) for context summarization experiments in customer service conversations.
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Lakshan2003/Llama3.2-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 25 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20 -
Lakshan2003/Qwen3-8B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 16 -
Lakshan2003/Qwen3-4B-customerservice-context-summarization-evaldata
Viewer • Updated • 10k • 20
Datasets used for benchmarking computational cost and inference efficiency of SLMs in customer service QA experiments.
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Lakshan2003/slm-cost-benchmark-testset-1000
Viewer • Updated • 1k • 10 -
Lakshan2003/slm-cost-benchmark-final-summary
Viewer • Updated • 9 • 12 -
Lakshan2003/Qwen3-1.7B-Instruct-cost-benchmark-results
Viewer • Updated • 1k • 8 -
Lakshan2003/Qwen3-4B-Instruct-cost-benchmark-results
Viewer • Updated • 1k • 7
Per-model human evaluation datasets (evaluator_3) for customer service client-agent conversations.
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Lakshan2003/Llama-3.2-Instruct-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Phi-4-Mini-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Qwen3-4B-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 3 -
Lakshan2003/GPT-4.1-customerservice-Human-evaluator_3_data
Viewer • Updated • 500 • 7
Per-model human evaluation datasets (evaluator_2) for customer service client-agent conversations.
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Lakshan2003/Llama-3.2-Instruct-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Phi-4-Mini-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Qwen3-4B-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 4 -
Lakshan2003/GPT-4.1-customerservice-Human-evaluator_2_data
Viewer • Updated • 500 • 7
Per-model human evaluation datasets (evaluator_1) for customer service client-agent conversations.
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Lakshan2003/Llama-3.2-Instruct-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 5 -
Lakshan2003/Phi-4-Mini-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 4 -
Lakshan2003/Qwen3-4B-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 4 -
Lakshan2003/GPT-4.1-customerservice-Human-evaluator_1_data
Viewer • Updated • 500 • 8
Pairwise comparison datasets used to evaluate SLM responses against Virtuoso-Large on customer service client-agent conversations.
Pairwise comparison datasets used to evaluate SLM responses against Gemini-2.5-Flash on customer service client-agent conversations.
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Lakshan2003/pairwise-gemini-2.5-flash-vs-qwen3-1.7b
Viewer • Updated • 1k • 6 -
Lakshan2003/pairwise-gemini-2.5-flash-vs-qwen3-4b
Viewer • Updated • 1k • 10 -
Lakshan2003/pairwise-gemini-2.5-flash-vs-qwen3-8b
Viewer • Updated • 1k • 8 -
Lakshan2003/pairwise-gemini-2.5-flash-vs-phi-4-mini
Viewer • Updated • 1k • 10
Pairwise comparison datasets used to evaluate SLM responses against GPT-4.1.
Per-model LLM-as-a-Judge evaluation datasets (~6k rows each) generated for customer service client-agent conversations.
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Lakshan2003/Qwen3-1.7B-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 9 -
Lakshan2003/Qwen3-4B-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 5 -
Lakshan2003/Qwen3-8B-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 8 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-LLM-as-a-judge-data
Viewer • Updated • 6k • 12
Per-model inference outputs from SLMs and LLMs evaluated on customer service client-agent conversations.
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Lakshan2003/Qwen3-1.7B-customerservice-evaldata
Viewer • Updated • 36.7k • 12 -
Lakshan2003/Qwen3-4B-customerservice-evaldata
Viewer • Updated • 36.7k • 4 • 1 -
Lakshan2003/Qwen3-8B-customerservice-evaldata
Viewer • Updated • 36.7k • 7 -
Lakshan2003/Llama3.1-8b-instruct-customerservice-evaldata
Viewer • Updated • 36.7k • 12