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Model: moushi21/agent-bench-alfworld-merged3
Source: Original Platform

README.md

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+---
+base_model: Qwen/Qwen3-4B-Instruct-2507
+datasets:
+- u-10bei/sft_alfworld_trajectory_dataset
+- u-10bei/sft_alfworld_trajectory_dataset_v2
+- u-10bei/sft_alfworld_trajectory_dataset_v3
+- u-10bei/sft_alfworld_trajectory_dataset_v4
+- u-10bei/sft_alfworld_trajectory_dataset_v5
+language:
+- en
+license: apache-2.0
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- unsloth
+- agent
+- tool-use
+- alfworld
+---
+
+# Qwen3-4B-Agent-ALFWorld-Specialist
+
+This repository provides a **merged full-parameter model** (bfloat16) fine-tuned from **Qwen/Qwen3-4B-Instruct-2507**. 
+
+Instead of a standalone LoRA adapter, this model has been created by merging LoRA weights back into the base model using **Unsloth's `merge_and_unload`** method. This ensures high-speed inference and easy deployment.
+
+## Training Objective
+This model is specialized for **ALFWorld trajectory tasks**, trained to handle multi-turn environment observations and action selections.
+
+## Training Configuration
+
+- **Base model**: Qwen/Qwen3-4B-Instruct-2507
+- **Format**: Merged Full Weights (bfloat16)
+- **Method**: LoRA fine-tuning (Merged via Unsloth `merge_and_unload`)
+- **Max sequence length**: 4096
+- **Steps**: 600
+- **Learning rate**: 5e-07
+- **LoRA Parameters during training**: r=64, alpha=128
+- **Platform**: Trained with Unsloth
+
+## Usage
+
+Since this is a merged model, you can load it directly like any other Qwen3 model:
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+
+model_id = "moushi21/agent-bench-alfworld-merged3"
+
+tokenizer = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype=torch.bfloat16,
+    device_map="auto"
+)
+```
+
+## Sources & Terms (IMPORTANT)
+
+Training data:
+- u-10bei/sft_alfworld_trajectory_dataset
+- u-10bei/sft_alfworld_trajectory_dataset_v2
+- u-10bei/sft_alfworld_trajectory_dataset_v3
+- u-10bei/sft_alfworld_trajectory_dataset_v4
+- u-10bei/sft_alfworld_trajectory_dataset_v5
+
+Dataset License: MIT License. This dataset is used and distributed under the terms of the MIT License.
+Compliance: Users must comply with the MIT license (including copyright notice) and the base model's original terms of use.