Upload full fine-tuned Qwen3-4B-Instruct-2507 model (auto-generated README)
Browse files- .gitattributes +1 -0
- README.md +32 -0
- added_tokens.json +28 -0
- chat_template.jinja +8 -0
- config.json +69 -0
- generation_config.json +13 -0
- merges.txt +0 -0
- model-00001-of-00002.safetensors +3 -0
- model-00002-of-00002.safetensors +3 -0
- model.safetensors.index.json +406 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +240 -0
- trainer_state.json +454 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: Qwen/Qwen3-4B-Instruct-2507
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library_name: transformers
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tags:
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- full-fine-tune
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- agent
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- alfworld
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- dbbench
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---
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# Full Fine-Tuned Model: Qwen/Qwen3-4B-Instruct-2507
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This repository provides **full fine-tuned model weights** (not a LoRA adapter) trained on agent trajectory datasets (ALFWorld + DBBench).
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## Usage
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model = AutoModelForCausalLM.from_pretrained("/content/full_sft_agentbench_qwen3_4b/checkpoint-600")
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tokenizer = AutoTokenizer.from_pretrained("/content/full_sft_agentbench_qwen3_4b/checkpoint-600")
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```
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## Training Details
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- **Base model**: Qwen/Qwen3-4B-Instruct-2507
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- **Training type**: Full fine-tuning
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- **Datasets**: ALFWorld trajectory dataset + DBBench SFT dataset
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- **Max sequence length**: 4096
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- **Learning rate**: 2e-06
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- **Epochs**: 2
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added_tokens.json
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{
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"</think>": 151668,
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"</tool_call>": 151658,
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"</tool_response>": 151666,
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"<|box_start|>": 151648,
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"<|endoftext|>": 151643,
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"<|repo_name|>": 151663,
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"<|video_pad|>": 151656,
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"<|vision_end|>": 151653,
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"<|vision_pad|>": 151654,
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"<|vision_start|>": 151652
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}
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chat_template.jinja
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{% for message in messages %}{% if message.role == 'system' %}{{ '<|im_start|>system
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' + message.content + '<|im_end|>
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' }}{% elif message.role == 'user' %}{{ '<|im_start|>user
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' + message.content + '<|im_end|>
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' }}{% elif message.role == 'assistant' %}{{ '<|im_start|>assistant
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' + message.content + '<|im_end|>
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' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
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' }}{% endif %}
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config.json
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{
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"architectures": [
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"Qwen3ForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"dtype": "bfloat16",
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"eos_token_id": 151645,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 2560,
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"initializer_range": 0.02,
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"intermediate_size": 9728,
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention"
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],
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"max_position_embeddings": 262144,
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"max_window_layers": 36,
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"model_type": "qwen3",
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"num_attention_heads": 32,
|
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"num_hidden_layers": 36,
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"num_key_value_heads": 8,
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"pad_token_id": 151643,
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"rms_norm_eps": 1e-06,
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"rope_scaling": null,
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"rope_theta": 5000000,
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"sliding_window": null,
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"tie_word_embeddings": true,
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"transformers_version": "4.56.2",
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"unsloth_version": "2025.12.7",
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"use_cache": true,
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"use_sliding_window": false,
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"vocab_size": 151936
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}
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generation_config.json
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{
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"do_sample": true,
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"eos_token_id": [
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151645,
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151643
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],
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"max_length": 262144,
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"pad_token_id": 151643,
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"temperature": 0.7,
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"top_k": 20,
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"top_p": 0.8,
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"transformers_version": "4.56.2"
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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model-00001-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:325abdb4af07a743df90db1052bc8866b2e5ecdfccb90b3a911135762753de6a
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size 4967215360
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model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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size 3077766632
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model.safetensors.index.json
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| 224 |
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| 226 |
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| 227 |
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| 228 |
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trainer_state.json
ADDED
|
@@ -0,0 +1,454 @@
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| 1 |
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"max_steps": 1248,
|
| 435 |
+
"num_input_tokens_seen": 0,
|
| 436 |
+
"num_train_epochs": 2,
|
| 437 |
+
"save_steps": 200,
|
| 438 |
+
"stateful_callbacks": {
|
| 439 |
+
"TrainerControl": {
|
| 440 |
+
"args": {
|
| 441 |
+
"should_epoch_stop": false,
|
| 442 |
+
"should_evaluate": false,
|
| 443 |
+
"should_log": false,
|
| 444 |
+
"should_save": true,
|
| 445 |
+
"should_training_stop": false
|
| 446 |
+
},
|
| 447 |
+
"attributes": {}
|
| 448 |
+
}
|
| 449 |
+
},
|
| 450 |
+
"total_flos": 1.2671794392942182e+17,
|
| 451 |
+
"train_batch_size": 2,
|
| 452 |
+
"trial_name": null,
|
| 453 |
+
"trial_params": null
|
| 454 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9d5187c6f6b42e3a8952c6889833fa9e73086c937ea46a50da94ec9feb70e83e
|
| 3 |
+
size 5777
|
vocab.json
ADDED
|
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|
|
|