diff --git a/.gitattributes b/.gitattributes
index 93dd9c1e62ec60cd2348dbfbafdae270f0bd795d..f6e11c4acc4407745ea6c1ea5891a77556662a57 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -37,3 +37,15 @@ adapter/checkpoint-1/tokenizer.json filter=lfs diff=lfs merge=lfs -text
adapter/checkpoint-2/tokenizer.json filter=lfs diff=lfs merge=lfs -text
adapter/checkpoint-3/tokenizer.json filter=lfs diff=lfs merge=lfs -text
adapter/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-10/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-11/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-12/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-13/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-14/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-15/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-4/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-5/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-6/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-7/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-8/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+adapter/checkpoint-9/tokenizer.json filter=lfs diff=lfs merge=lfs -text
diff --git a/adapter/README.md b/adapter/README.md
index d0fcf946e2c660183b92cc150aec142d927991e0..bd38b2ea5bb57bca413031194f88c91286754e0f 100644
--- a/adapter/README.md
+++ b/adapter/README.md
@@ -1,9 +1,9 @@
---
-base_model: Qwen/Qwen2.5-0.5B-Instruct
+base_model: Qwen/Qwen2.5-3B-Instruct
library_name: peft
model_name: adapter
tags:
-- base_model:adapter:Qwen/Qwen2.5-0.5B-Instruct
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
- lora
- sft
- transformers
@@ -14,7 +14,7 @@ pipeline_tag: text-generation
# Model Card for adapter
-This model is a fine-tuned version of [Qwen/Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct).
+This model is a fine-tuned version of [Qwen/Qwen2.5-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-3B-Instruct).
It has been trained using [TRL](https://github.com/huggingface/trl).
## Quick start
diff --git a/adapter/adapter_config.json b/adapter/adapter_config.json
index 4d35bb2cfa55fc8acc4a106ece3ee063e4d7faba..a94aa479415cb712a22e6dac8d3f23d6ed08addb 100644
--- a/adapter/adapter_config.json
+++ b/adapter/adapter_config.json
@@ -3,7 +3,7 @@
"alpha_pattern": {},
"arrow_config": null,
"auto_mapping": null,
- "base_model_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
"bias": "none",
"corda_config": null,
"ensure_weight_tying": false,
@@ -33,10 +33,10 @@
"target_modules": [
"gate_proj",
"up_proj",
+ "o_proj",
+ "v_proj",
"down_proj",
"k_proj",
- "v_proj",
- "o_proj",
"q_proj"
],
"target_parameters": null,
diff --git a/adapter/adapter_model.safetensors b/adapter/adapter_model.safetensors
index c6e2fa5db4a2dd0fa297f4c532798ba97f7ac74b..861fbb9f85ceef292d1e10aec3f3d60b2fe00d9a 100644
--- a/adapter/adapter_model.safetensors
+++ b/adapter/adapter_model.safetensors
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:bf1f58f76013fb099110e7d77cfc45a57987dd97183050d98ae5556c5d8d6b15
-size 17640808
+oid sha256:98c1a96e3957d6f2d8ac76a92aaead06fd6271985eba9a3c6751e465f80dd2af
+size 59934640
diff --git a/adapter/checkpoint-1/README.md b/adapter/checkpoint-1/README.md
index b760a3ab8435e9bfbbe3454c611ed515aab120d9..1f3df00e32aebf12d907a42b7d64321fd6ef999c 100644
--- a/adapter/checkpoint-1/README.md
+++ b/adapter/checkpoint-1/README.md
@@ -1,9 +1,9 @@
---
-base_model: Qwen/Qwen2.5-0.5B-Instruct
+base_model: Qwen/Qwen2.5-3B-Instruct
library_name: peft
pipeline_tag: text-generation
tags:
-- base_model:adapter:Qwen/Qwen2.5-0.5B-Instruct
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
- lora
- sft
- transformers
diff --git a/adapter/checkpoint-1/adapter_config.json b/adapter/checkpoint-1/adapter_config.json
index 4d35bb2cfa55fc8acc4a106ece3ee063e4d7faba..a94aa479415cb712a22e6dac8d3f23d6ed08addb 100644
--- a/adapter/checkpoint-1/adapter_config.json
+++ b/adapter/checkpoint-1/adapter_config.json
@@ -3,7 +3,7 @@
"alpha_pattern": {},
"arrow_config": null,
"auto_mapping": null,
- "base_model_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
"bias": "none",
"corda_config": null,
"ensure_weight_tying": false,
@@ -33,10 +33,10 @@
"target_modules": [
"gate_proj",
"up_proj",
+ "o_proj",
+ "v_proj",
"down_proj",
"k_proj",
- "v_proj",
- "o_proj",
"q_proj"
],
"target_parameters": null,
diff --git a/adapter/checkpoint-1/adapter_model.safetensors b/adapter/checkpoint-1/adapter_model.safetensors
index 079c4c277e26c4373d5514b98247eb6f645ab1ca..5462b22359b25bc2d25017f09f12c28bc1e848a8 100644
--- a/adapter/checkpoint-1/adapter_model.safetensors
+++ b/adapter/checkpoint-1/adapter_model.safetensors
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:ea5a1a22806bae93035fb574b2fc0946e735a9e1e76287483f07b6f4d54c1a80
-size 17640808
+oid sha256:21ce0fa1f789d5239dc91e9e1f9389a8890548841e35e2991a117a4268853a82
+size 59934640
diff --git a/adapter/checkpoint-1/optimizer.pt b/adapter/checkpoint-1/optimizer.pt
index 5c1e9af7bf253118bda4a480c93b002447c3b493..5b361e2b9050411114c83cf02a00a8849b34b068 100644
--- a/adapter/checkpoint-1/optimizer.pt
+++ b/adapter/checkpoint-1/optimizer.pt
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:323b3ad250b4a46e6d6ab661f07ac243a4fa7cffc68c82681bcc36dc2667575f
-size 18813829
+oid sha256:176f12959d3e8db149fbdc04eb8859cadc5107cc37a4d7e4268df2bf83774c5c
+size 61403589
diff --git a/adapter/checkpoint-1/rng_state.pth b/adapter/checkpoint-1/rng_state.pth
index 8b6788987cadc235ba6396fbbea400a48961bdd4..a956d65bbe07ef516dfa305a75dda4ce450a47c9 100644
--- a/adapter/checkpoint-1/rng_state.pth
+++ b/adapter/checkpoint-1/rng_state.pth
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:5766a41385623165e034a70a71ab26df7504f525eb1907f3ceb1dff9be1f782b
+oid sha256:27fffe89c6326b13f9ed45b7cf0b7a4f1fada8485ba5300884d69fce84c39b62
size 14645
diff --git a/adapter/checkpoint-1/scheduler.pt b/adapter/checkpoint-1/scheduler.pt
index 0584ffe6cfb6857c4c46aaf758588cd6ec00387e..bf6199e40c3ce1bec5d499e698f089008dc35747 100644
--- a/adapter/checkpoint-1/scheduler.pt
+++ b/adapter/checkpoint-1/scheduler.pt
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:8f60080dd81494ea028b211b3716c87d5923e125e9e0421155a77ffe9b8bebc6
+oid sha256:0afd235c95e7a6ef4ebb0085b876de5f7638cb51b9ffa77f96ed21e59061141d
size 1465
diff --git a/adapter/checkpoint-1/trainer_state.json b/adapter/checkpoint-1/trainer_state.json
index 6d88161bcd2049881a323dca63cce37aef7ef866..6b5239d0477b51d4360e23e82fafca20e6f6e95e 100644
--- a/adapter/checkpoint-1/trainer_state.json
+++ b/adapter/checkpoint-1/trainer_state.json
@@ -10,9 +10,9 @@
"is_world_process_zero": true,
"log_history": [],
"logging_steps": 10,
- "max_steps": 3,
+ "max_steps": 15,
"num_input_tokens_seen": 0,
- "num_train_epochs": 3,
+ "num_train_epochs": 15,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
@@ -26,7 +26,7 @@
"attributes": {}
}
},
- "total_flos": 712857646080.0,
+ "total_flos": 12301446340608.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
diff --git a/adapter/checkpoint-1/training_args.bin b/adapter/checkpoint-1/training_args.bin
index 96de6b6e8bf186e03b3d10cbdaa82fdda5499b02..e352ea250e44b9e2c1c02e8e7de50df5392524fe 100644
--- a/adapter/checkpoint-1/training_args.bin
+++ b/adapter/checkpoint-1/training_args.bin
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:87556f713e6820a7bc84b071500798abc604556e0742e12686953a54b2c99110
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
size 5841
diff --git a/adapter/checkpoint-10/README.md b/adapter/checkpoint-10/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-10/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-10/adapter_config.json b/adapter/checkpoint-10/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-10/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-10/adapter_model.safetensors b/adapter/checkpoint-10/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..e4f0f5265c6905d438d72b7f60c77e9271d8bb33
--- /dev/null
+++ b/adapter/checkpoint-10/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a29e0d2a70dfb944c3f4843d60865ff9804ad190500e952e50f8d17b8b71d14b
+size 59934640
diff --git a/adapter/checkpoint-10/chat_template.jinja b/adapter/checkpoint-10/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-10/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-10/optimizer.pt b/adapter/checkpoint-10/optimizer.pt
new file mode 100644
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--- /dev/null
+++ b/adapter/checkpoint-10/optimizer.pt
@@ -0,0 +1,3 @@
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+oid sha256:b70b2be656da4eaa67e78914f91447b6c2cb786487d5cc3550ca0b4a81830fa1
+size 61403589
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new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2bda416119d4ac9d306435e039daa0c38aba282020efc63d982c1a62ce2b420
+size 14645
diff --git a/adapter/checkpoint-10/scheduler.pt b/adapter/checkpoint-10/scheduler.pt
new file mode 100644
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--- /dev/null
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diff --git a/adapter/checkpoint-10/tokenizer.json b/adapter/checkpoint-10/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-10/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-10/tokenizer_config.json b/adapter/checkpoint-10/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-10/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-10/trainer_state.json b/adapter/checkpoint-10/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..67e667760c8ee65adfa30df3e067d2ecd2bf9447
--- /dev/null
+++ b/adapter/checkpoint-10/trainer_state.json
@@ -0,0 +1,44 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 10.0,
+ "eval_steps": 500,
+ "global_step": 10,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "entropy": 1.4535226494073867,
+ "epoch": 10.0,
+ "grad_norm": 3.046875,
+ "learning_rate": 8e-05,
+ "loss": 2.295806121826172,
+ "mean_token_accuracy": 0.6982592329382896,
+ "num_tokens": 6910.0,
+ "step": 10
+ }
+ ],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 124394379411456.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-10/training_args.bin b/adapter/checkpoint-10/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-10/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-11/README.md b/adapter/checkpoint-11/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-11/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-11/adapter_config.json b/adapter/checkpoint-11/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-11/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-11/adapter_model.safetensors b/adapter/checkpoint-11/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..63ec605fc09ce555e0bc114b1450c00e0ad88b8c
--- /dev/null
+++ b/adapter/checkpoint-11/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aee871bd99a9f7b687207d436cb48bb2e99ce3fe4a49d0aa9f2b5adf321bdc72
+size 59934640
diff --git a/adapter/checkpoint-11/chat_template.jinja b/adapter/checkpoint-11/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-11/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-11/optimizer.pt b/adapter/checkpoint-11/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c3ca3654b7597373cc1f8ba8df9762995c5f0f4b
--- /dev/null
+++ b/adapter/checkpoint-11/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68845f446c5dde79cd8ec515256965cae52629ec6ae88c266df936570d3a26fd
+size 61403589
diff --git a/adapter/checkpoint-11/rng_state.pth b/adapter/checkpoint-11/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..855209bf8ab9257dadc3a96156dc1f1cc7996dc6
--- /dev/null
+++ b/adapter/checkpoint-11/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:711b30ef14bef418dee8db50988340a730b747d6c99c91821c5ca0f00a072b6e
+size 14645
diff --git a/adapter/checkpoint-11/scheduler.pt b/adapter/checkpoint-11/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..22cd350e6b29ea06556fd824167e851d6e410071
--- /dev/null
+++ b/adapter/checkpoint-11/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e2a3b3620e5a32d55caa6ee3e95d3d92225ab114286c11125287fe04115ba0e
+size 1465
diff --git a/adapter/checkpoint-11/tokenizer.json b/adapter/checkpoint-11/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-11/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-11/tokenizer_config.json b/adapter/checkpoint-11/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-11/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-11/trainer_state.json b/adapter/checkpoint-11/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..24e25e9d01fdf45bdb7dd679aad1949093374895
--- /dev/null
+++ b/adapter/checkpoint-11/trainer_state.json
@@ -0,0 +1,44 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 11.0,
+ "eval_steps": 500,
+ "global_step": 11,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "entropy": 1.4535226494073867,
+ "epoch": 10.0,
+ "grad_norm": 3.046875,
+ "learning_rate": 8e-05,
+ "loss": 2.295806121826172,
+ "mean_token_accuracy": 0.6982592329382896,
+ "num_tokens": 6910.0,
+ "step": 10
+ }
+ ],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 137082875363328.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-11/training_args.bin b/adapter/checkpoint-11/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-11/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-12/README.md b/adapter/checkpoint-12/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-12/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-12/adapter_config.json b/adapter/checkpoint-12/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-12/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-12/adapter_model.safetensors b/adapter/checkpoint-12/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..5fc139c13b8a84732a93e57eaa24cc144456a8d8
--- /dev/null
+++ b/adapter/checkpoint-12/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe54aa525c7578a6b9fccf706a68ba1efeb01af91468da9dfc33e63809648845
+size 59934640
diff --git a/adapter/checkpoint-12/chat_template.jinja b/adapter/checkpoint-12/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-12/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-12/optimizer.pt b/adapter/checkpoint-12/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7086904eb5a8f09ba340d46b984e0a676ab4ae19
--- /dev/null
+++ b/adapter/checkpoint-12/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87cff6786c1a5d91bbc130aef6c8654bed7dfc381eb68d75ea035bccbaf93034
+size 61403589
diff --git a/adapter/checkpoint-12/rng_state.pth b/adapter/checkpoint-12/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1e468e0d2c180a6524ed28d778ae2c84ca6a29fb
--- /dev/null
+++ b/adapter/checkpoint-12/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8d70544fe4f9e4089b8a340f74743f3b37c7d641997e5cdb435859abedf08fa
+size 14645
diff --git a/adapter/checkpoint-12/scheduler.pt b/adapter/checkpoint-12/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..d62e591b60c3b068eaaeb52cfee62bd59cc265f5
--- /dev/null
+++ b/adapter/checkpoint-12/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cbc5e1a96446079dc6060633f077cc6bed80405813079cc23d8054ba8beaf5f
+size 1465
diff --git a/adapter/checkpoint-12/tokenizer.json b/adapter/checkpoint-12/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-12/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-12/tokenizer_config.json b/adapter/checkpoint-12/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-12/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-12/trainer_state.json b/adapter/checkpoint-12/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cca076840fabd66b11557c73509f087b6533a10
--- /dev/null
+++ b/adapter/checkpoint-12/trainer_state.json
@@ -0,0 +1,44 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 12.0,
+ "eval_steps": 500,
+ "global_step": 12,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "entropy": 1.4535226494073867,
+ "epoch": 10.0,
+ "grad_norm": 3.046875,
+ "learning_rate": 8e-05,
+ "loss": 2.295806121826172,
+ "mean_token_accuracy": 0.6982592329382896,
+ "num_tokens": 6910.0,
+ "step": 10
+ }
+ ],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 149653573607424.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-12/training_args.bin b/adapter/checkpoint-12/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-12/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-13/README.md b/adapter/checkpoint-13/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-13/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-13/adapter_config.json b/adapter/checkpoint-13/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-13/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-13/adapter_model.safetensors b/adapter/checkpoint-13/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..70f0bd269fe7e5b6af7e7661d1789d49672e0e38
--- /dev/null
+++ b/adapter/checkpoint-13/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45b40737c9ddc72ae19e833e08e169e5f1002bbd9aff96ce344550b4db23d7e5
+size 59934640
diff --git a/adapter/checkpoint-13/chat_template.jinja b/adapter/checkpoint-13/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-13/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-13/optimizer.pt b/adapter/checkpoint-13/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..aead7d91de007b9e542cdce76dce8b78f61248ef
--- /dev/null
+++ b/adapter/checkpoint-13/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdfa6deb4f989862f3cd407e10f2ac9d06d1137109a053701d5ce06c6a68e617
+size 61403589
diff --git a/adapter/checkpoint-13/rng_state.pth b/adapter/checkpoint-13/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8d87e9901b23611c4c676cd7ad2d9cde39972d02
--- /dev/null
+++ b/adapter/checkpoint-13/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a6a17cfdedefeaeb41c1a3b598f9031a4c3f7307c3f6190536b4539eb8ba632
+size 14645
diff --git a/adapter/checkpoint-13/scheduler.pt b/adapter/checkpoint-13/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8d0ca8ad2818da4ca3e99db8591bc2f4e5510356
--- /dev/null
+++ b/adapter/checkpoint-13/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99dcdc0341b09b3112d2c135a3e27e58412eed4be6ef48ae3e4603694757a798
+size 1465
diff --git a/adapter/checkpoint-13/tokenizer.json b/adapter/checkpoint-13/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-13/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-13/tokenizer_config.json b/adapter/checkpoint-13/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-13/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-13/trainer_state.json b/adapter/checkpoint-13/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..e288c088d3d1289acffe548537ae4f35ea420958
--- /dev/null
+++ b/adapter/checkpoint-13/trainer_state.json
@@ -0,0 +1,44 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 13.0,
+ "eval_steps": 500,
+ "global_step": 13,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "entropy": 1.4535226494073867,
+ "epoch": 10.0,
+ "grad_norm": 3.046875,
+ "learning_rate": 8e-05,
+ "loss": 2.295806121826172,
+ "mean_token_accuracy": 0.6982592329382896,
+ "num_tokens": 6910.0,
+ "step": 10
+ }
+ ],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 162072817655808.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-13/training_args.bin b/adapter/checkpoint-13/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-13/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-14/README.md b/adapter/checkpoint-14/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-14/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-14/adapter_config.json b/adapter/checkpoint-14/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-14/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-14/adapter_model.safetensors b/adapter/checkpoint-14/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..eb5666ba0422c9a697811916002aa03b9f999039
--- /dev/null
+++ b/adapter/checkpoint-14/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a476e70c9e67048c4892fd9f5e9f70ded338d85ef5c44a86141c2ce49763a1ee
+size 59934640
diff --git a/adapter/checkpoint-14/chat_template.jinja b/adapter/checkpoint-14/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-14/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-14/optimizer.pt b/adapter/checkpoint-14/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..cb3b8f999edc31354ba772a7ebac7a707a925730
--- /dev/null
+++ b/adapter/checkpoint-14/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b11d2a906c1b8dda251b88971127a4508d57b0e527c64be76bc3ce5c13b72406
+size 61403589
diff --git a/adapter/checkpoint-14/rng_state.pth b/adapter/checkpoint-14/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0af36de15e8e035c441fea84fb6cf69bc3c799e1
--- /dev/null
+++ b/adapter/checkpoint-14/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c54cf0bbcb619f0d70315d50d5959ee8de0639daf163e1cd84ac30fa96ebc1d1
+size 14645
diff --git a/adapter/checkpoint-14/scheduler.pt b/adapter/checkpoint-14/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a1023218ff3f9e97010fd3e2341d781b965c923
--- /dev/null
+++ b/adapter/checkpoint-14/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e45ce322eaf750faa96a540bd8c712cec8e74b584a4138a154aa172d3a9b52e5
+size 1465
diff --git a/adapter/checkpoint-14/tokenizer.json b/adapter/checkpoint-14/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-14/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-14/tokenizer_config.json b/adapter/checkpoint-14/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-14/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-14/trainer_state.json b/adapter/checkpoint-14/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..4544627ee9034ae75f7a43ad46034ce518b2c072
--- /dev/null
+++ b/adapter/checkpoint-14/trainer_state.json
@@ -0,0 +1,44 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 14.0,
+ "eval_steps": 500,
+ "global_step": 14,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [
+ {
+ "entropy": 1.4535226494073867,
+ "epoch": 10.0,
+ "grad_norm": 3.046875,
+ "learning_rate": 8e-05,
+ "loss": 2.295806121826172,
+ "mean_token_accuracy": 0.6982592329382896,
+ "num_tokens": 6910.0,
+ "step": 10
+ }
+ ],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 174643515899904.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-14/training_args.bin b/adapter/checkpoint-14/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-14/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-15/README.md b/adapter/checkpoint-15/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-15/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-15/adapter_config.json b/adapter/checkpoint-15/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-15/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-15/adapter_model.safetensors b/adapter/checkpoint-15/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..861fbb9f85ceef292d1e10aec3f3d60b2fe00d9a
--- /dev/null
+++ b/adapter/checkpoint-15/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98c1a96e3957d6f2d8ac76a92aaead06fd6271985eba9a3c6751e465f80dd2af
+size 59934640
diff --git a/adapter/checkpoint-15/chat_template.jinja b/adapter/checkpoint-15/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-15/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-15/optimizer.pt b/adapter/checkpoint-15/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b92b2197c4b6785b7c6d75ff32398da3fbdddb1d
--- /dev/null
+++ b/adapter/checkpoint-15/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c7b95523d0eb0840773e7a8a89b454480020e49a49280c0ee0d138341c3598f
+size 61403589
diff --git a/adapter/checkpoint-15/rng_state.pth b/adapter/checkpoint-15/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2bed5227a7b0c116ae619926ecd6e25d069cc386
--- /dev/null
+++ b/adapter/checkpoint-15/rng_state.pth
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new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
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new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
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+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
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+}
diff --git a/adapter/checkpoint-15/trainer_state.json b/adapter/checkpoint-15/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d8ea5b08ce1cc2e28a2e508d066981c18540d4f
--- /dev/null
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new file mode 100644
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--- /dev/null
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diff --git a/adapter/checkpoint-2/README.md b/adapter/checkpoint-2/README.md
index b760a3ab8435e9bfbbe3454c611ed515aab120d9..1f3df00e32aebf12d907a42b7d64321fd6ef999c 100644
--- a/adapter/checkpoint-2/README.md
+++ b/adapter/checkpoint-2/README.md
@@ -1,9 +1,9 @@
---
-base_model: Qwen/Qwen2.5-0.5B-Instruct
+base_model: Qwen/Qwen2.5-3B-Instruct
library_name: peft
pipeline_tag: text-generation
tags:
-- base_model:adapter:Qwen/Qwen2.5-0.5B-Instruct
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
- lora
- sft
- transformers
diff --git a/adapter/checkpoint-2/adapter_config.json b/adapter/checkpoint-2/adapter_config.json
index 4d35bb2cfa55fc8acc4a106ece3ee063e4d7faba..a94aa479415cb712a22e6dac8d3f23d6ed08addb 100644
--- a/adapter/checkpoint-2/adapter_config.json
+++ b/adapter/checkpoint-2/adapter_config.json
@@ -3,7 +3,7 @@
"alpha_pattern": {},
"arrow_config": null,
"auto_mapping": null,
- "base_model_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
"bias": "none",
"corda_config": null,
"ensure_weight_tying": false,
@@ -33,10 +33,10 @@
"target_modules": [
"gate_proj",
"up_proj",
+ "o_proj",
+ "v_proj",
"down_proj",
"k_proj",
- "v_proj",
- "o_proj",
"q_proj"
],
"target_parameters": null,
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diff --git a/adapter/checkpoint-2/scheduler.pt b/adapter/checkpoint-2/scheduler.pt
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--- a/adapter/checkpoint-2/scheduler.pt
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diff --git a/adapter/checkpoint-2/trainer_state.json b/adapter/checkpoint-2/trainer_state.json
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+++ b/adapter/checkpoint-2/trainer_state.json
@@ -10,9 +10,9 @@
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"log_history": [],
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+ "max_steps": 15,
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"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
@@ -26,7 +26,7 @@
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}
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+ "total_flos": 24922629316608.0,
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diff --git a/adapter/checkpoint-3/README.md b/adapter/checkpoint-3/README.md
index b760a3ab8435e9bfbbe3454c611ed515aab120d9..1f3df00e32aebf12d907a42b7d64321fd6ef999c 100644
--- a/adapter/checkpoint-3/README.md
+++ b/adapter/checkpoint-3/README.md
@@ -1,9 +1,9 @@
---
-base_model: Qwen/Qwen2.5-0.5B-Instruct
+base_model: Qwen/Qwen2.5-3B-Instruct
library_name: peft
pipeline_tag: text-generation
tags:
-- base_model:adapter:Qwen/Qwen2.5-0.5B-Instruct
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
- lora
- sft
- transformers
diff --git a/adapter/checkpoint-3/adapter_config.json b/adapter/checkpoint-3/adapter_config.json
index 4d35bb2cfa55fc8acc4a106ece3ee063e4d7faba..a94aa479415cb712a22e6dac8d3f23d6ed08addb 100644
--- a/adapter/checkpoint-3/adapter_config.json
+++ b/adapter/checkpoint-3/adapter_config.json
@@ -3,7 +3,7 @@
"alpha_pattern": {},
"arrow_config": null,
"auto_mapping": null,
- "base_model_name_or_path": "Qwen/Qwen2.5-0.5B-Instruct",
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
"bias": "none",
"corda_config": null,
"ensure_weight_tying": false,
@@ -33,10 +33,10 @@
"target_modules": [
"gate_proj",
"up_proj",
+ "o_proj",
+ "v_proj",
"down_proj",
"k_proj",
- "v_proj",
- "o_proj",
"q_proj"
],
"target_parameters": null,
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index 48d6596524ab9f04fb064f5436cd84de93192aef..b95390fde62b05572b2e242256bcc2afd7a197e8 100644
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+++ b/adapter/checkpoint-3/trainer_state.json
@@ -10,9 +10,9 @@
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"log_history": [],
"logging_steps": 10,
- "max_steps": 3,
+ "max_steps": 15,
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@@ -21,12 +21,12 @@
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"should_log": false,
"should_save": true,
- "should_training_stop": true
+ "should_training_stop": false
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"attributes": {}
}
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+ "total_flos": 37106277949440.0,
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@@ -1,3 +1,3 @@
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diff --git a/adapter/checkpoint-4/README.md b/adapter/checkpoint-4/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-4/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-4/adapter_config.json b/adapter/checkpoint-4/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-4/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-4/adapter_model.safetensors b/adapter/checkpoint-4/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..dfe22174db1537962bc94692369516d89ab6f8c3
--- /dev/null
+++ b/adapter/checkpoint-4/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:495fd96b71521f51b0859ca6c66f732ce4795d2860d8ecb74eb7d91cbfe53675
+size 59934640
diff --git a/adapter/checkpoint-4/chat_template.jinja b/adapter/checkpoint-4/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-4/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-4/optimizer.pt b/adapter/checkpoint-4/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..5ee305b97749348dfb578586697d240050cf673d
--- /dev/null
+++ b/adapter/checkpoint-4/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd5f2611f0f07200fcffd7e94468ef7c059fcbac076a3b4d287c130d8fb82f7a
+size 61403589
diff --git a/adapter/checkpoint-4/rng_state.pth b/adapter/checkpoint-4/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..611e754be68af9ea0cb12c5cc5187f73f6759668
--- /dev/null
+++ b/adapter/checkpoint-4/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d1235645d7ef3ed48499ca25a6c01207165055796aa986ff88ad797dbaeb77b
+size 14645
diff --git a/adapter/checkpoint-4/scheduler.pt b/adapter/checkpoint-4/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..1b7a53d34d4d99214775af8ac17815af6f1c48ef
--- /dev/null
+++ b/adapter/checkpoint-4/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a09fec67fde2fc2780e2321ff8a0bcd76249ca404de373660e06c53ee1230954
+size 1465
diff --git a/adapter/checkpoint-4/tokenizer.json b/adapter/checkpoint-4/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-4/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-4/tokenizer_config.json b/adapter/checkpoint-4/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-4/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-4/trainer_state.json b/adapter/checkpoint-4/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d78246851caa7f5d4b1cf5e5083b0a77387d11c
--- /dev/null
+++ b/adapter/checkpoint-4/trainer_state.json
@@ -0,0 +1,33 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 4.0,
+ "eval_steps": 500,
+ "global_step": 4,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 49542350241792.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-4/training_args.bin b/adapter/checkpoint-4/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-4/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-5/README.md b/adapter/checkpoint-5/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-5/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-5/adapter_config.json b/adapter/checkpoint-5/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-5/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-5/adapter_model.safetensors b/adapter/checkpoint-5/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..45493b3d785244ea435c22a3a735c3921457a176
--- /dev/null
+++ b/adapter/checkpoint-5/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a33586140579f464c809086aced36403d8849cd2c524bed00d56a3271d3c3dab
+size 59934640
diff --git a/adapter/checkpoint-5/chat_template.jinja b/adapter/checkpoint-5/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-5/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-5/optimizer.pt b/adapter/checkpoint-5/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6a6449353213185b8fc5db358aa449ff4a6692cf
--- /dev/null
+++ b/adapter/checkpoint-5/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:684e94bfb97cd50c3d8cbe491de291ceafd499b7fa01a3f05faaa92a625b13ea
+size 61403589
diff --git a/adapter/checkpoint-5/rng_state.pth b/adapter/checkpoint-5/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5b841e73ed08b10779c868c354b149bbf6209819
--- /dev/null
+++ b/adapter/checkpoint-5/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21aa3f1bc8dfb8d61e30ca85106307906503dc2052ec446bb72d3ee0b425da97
+size 14645
diff --git a/adapter/checkpoint-5/scheduler.pt b/adapter/checkpoint-5/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..7bf2aba8ff6a0385a6bf8f7cbbd14d05c1c3a107
--- /dev/null
+++ b/adapter/checkpoint-5/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e01cc93251c4e14cf4a73cc59a571fded5448eaa50771f34915c936cc35f02df
+size 1465
diff --git a/adapter/checkpoint-5/tokenizer.json b/adapter/checkpoint-5/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-5/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-5/tokenizer_config.json b/adapter/checkpoint-5/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-5/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-5/trainer_state.json b/adapter/checkpoint-5/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..009671cc199abbf53234811021e3b8267d9eb5bf
--- /dev/null
+++ b/adapter/checkpoint-5/trainer_state.json
@@ -0,0 +1,33 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 5.0,
+ "eval_steps": 500,
+ "global_step": 5,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 61978422534144.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-5/training_args.bin b/adapter/checkpoint-5/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-5/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-6/README.md b/adapter/checkpoint-6/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-6/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-6/adapter_config.json b/adapter/checkpoint-6/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-6/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-6/adapter_model.safetensors b/adapter/checkpoint-6/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..182a22d377a7ca884acf8f209dd0b30c44b651f3
--- /dev/null
+++ b/adapter/checkpoint-6/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f392c3367758e68ae2a6335f7273eebcc85a9a468fab484f4c404fa526a62f1b
+size 59934640
diff --git a/adapter/checkpoint-6/chat_template.jinja b/adapter/checkpoint-6/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-6/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-6/optimizer.pt b/adapter/checkpoint-6/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ae3b83146db90cc247ef2484ae01a62c48accde5
--- /dev/null
+++ b/adapter/checkpoint-6/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e5f490cfc86381235bdeb3c91a427d42571452be978214b1f1ec171bd223ff8
+size 61403589
diff --git a/adapter/checkpoint-6/rng_state.pth b/adapter/checkpoint-6/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e46e83d1a1f9e102f394f000308bc6c3197710d6
--- /dev/null
+++ b/adapter/checkpoint-6/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9396004fa29c9cad17847cf7fb24211c42cd030ba59527d3577f7e7678c1973e
+size 14645
diff --git a/adapter/checkpoint-6/scheduler.pt b/adapter/checkpoint-6/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..29c875fb0a1a17f18e434bb3237fac788c55ff05
--- /dev/null
+++ b/adapter/checkpoint-6/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09642e7cd1d775128616fee66351cec97e85132b7fd65b14b7777a65ded5a9e7
+size 1465
diff --git a/adapter/checkpoint-6/tokenizer.json b/adapter/checkpoint-6/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-6/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-6/tokenizer_config.json b/adapter/checkpoint-6/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-6/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-6/trainer_state.json b/adapter/checkpoint-6/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..83456c63db3f86cf8d4376670c54e899b70ecccd
--- /dev/null
+++ b/adapter/checkpoint-6/trainer_state.json
@@ -0,0 +1,33 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 6.0,
+ "eval_steps": 500,
+ "global_step": 6,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 74532292534272.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-6/training_args.bin b/adapter/checkpoint-6/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-6/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-7/README.md b/adapter/checkpoint-7/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-7/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-7/adapter_config.json b/adapter/checkpoint-7/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-7/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-7/adapter_model.safetensors b/adapter/checkpoint-7/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..f6fad09c3cda14dc88513e9fbe5b6d808af9d114
--- /dev/null
+++ b/adapter/checkpoint-7/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4800f0a0b5568c53fa2e3949c1719587339c8f6d684b3aa1e92b04dc4beb1869
+size 59934640
diff --git a/adapter/checkpoint-7/chat_template.jinja b/adapter/checkpoint-7/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-7/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-7/optimizer.pt b/adapter/checkpoint-7/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a187fd61608bb97ceafea50e4a992f766a0370c9
--- /dev/null
+++ b/adapter/checkpoint-7/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3b0cd4e3cd6cd0c9cc4832d34132b6a57da0a4e1b044d85cb04725c21156d61
+size 61403589
diff --git a/adapter/checkpoint-7/rng_state.pth b/adapter/checkpoint-7/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e7607420ac4cc525a5e336cf89d59777f460c4fd
--- /dev/null
+++ b/adapter/checkpoint-7/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3091cc305adc79d9d4345cdb9e88228695997c7e4046077b1919651421814041
+size 14645
diff --git a/adapter/checkpoint-7/scheduler.pt b/adapter/checkpoint-7/scheduler.pt
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:969d2bf1bffa74a52c80aff54cc05ce8540f504e05e6c10c4d1405296d28a4e2
+size 1465
diff --git a/adapter/checkpoint-7/tokenizer.json b/adapter/checkpoint-7/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-7/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-7/tokenizer_config.json b/adapter/checkpoint-7/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-7/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-7/trainer_state.json b/adapter/checkpoint-7/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9acb87d42989c0eed07a66b65ca830cc10a89ee
--- /dev/null
+++ b/adapter/checkpoint-7/trainer_state.json
@@ -0,0 +1,33 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 7.0,
+ "eval_steps": 500,
+ "global_step": 7,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 86884223606784.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-7/training_args.bin b/adapter/checkpoint-7/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-7/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-8/README.md b/adapter/checkpoint-8/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-8/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-8/adapter_config.json b/adapter/checkpoint-8/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-8/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-8/adapter_model.safetensors b/adapter/checkpoint-8/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..809995a3a84a4cff71f0fe215d43c666654c97d5
--- /dev/null
+++ b/adapter/checkpoint-8/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65b9c96a063aa561b3ea5699c4c93cea1b580bd69a2358c2f3a20e00e80256b5
+size 59934640
diff --git a/adapter/checkpoint-8/chat_template.jinja b/adapter/checkpoint-8/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-8/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-8/optimizer.pt b/adapter/checkpoint-8/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c89661bfc74b853e3a0526e0635206664b740a6f
--- /dev/null
+++ b/adapter/checkpoint-8/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70caad6901b3c8339bc78c7173553409448d2199371b064cfbe7539c028105a8
+size 61403589
diff --git a/adapter/checkpoint-8/rng_state.pth b/adapter/checkpoint-8/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e004f86e8bdd996806576c879f51b7505b246f6e
--- /dev/null
+++ b/adapter/checkpoint-8/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe6aecb220ea7d5e1ebc9142b53d7e6804a4a73177a59ccb67c0f3adf7135656
+size 14645
diff --git a/adapter/checkpoint-8/scheduler.pt b/adapter/checkpoint-8/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c5f3d2606c3796b17f5822c5ea3e7f9ca4a4378f
--- /dev/null
+++ b/adapter/checkpoint-8/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eba28addefa172d921cf21377a88c89a32b5c26ad4262658ed52e9b6c84cdb3a
+size 1465
diff --git a/adapter/checkpoint-8/tokenizer.json b/adapter/checkpoint-8/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-8/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-8/tokenizer_config.json b/adapter/checkpoint-8/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-8/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-8/trainer_state.json b/adapter/checkpoint-8/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4d3e5f12e3a372c2a38698826264aa5005ae55e
--- /dev/null
+++ b/adapter/checkpoint-8/trainer_state.json
@@ -0,0 +1,33 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 8.0,
+ "eval_steps": 500,
+ "global_step": 8,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 99252982923264.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-8/training_args.bin b/adapter/checkpoint-8/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-8/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/checkpoint-9/README.md b/adapter/checkpoint-9/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1f3df00e32aebf12d907a42b7d64321fd6ef999c
--- /dev/null
+++ b/adapter/checkpoint-9/README.md
@@ -0,0 +1,209 @@
+---
+base_model: Qwen/Qwen2.5-3B-Instruct
+library_name: peft
+pipeline_tag: text-generation
+tags:
+- base_model:adapter:Qwen/Qwen2.5-3B-Instruct
+- lora
+- sft
+- transformers
+- trl
+---
+
+# Model Card for Model ID
+
+
+
+
+
+## Model Details
+
+### Model Description
+
+
+
+
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+
+
+### Direct Use
+
+
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+
+
+[More Information Needed]
+
+### Recommendations
+
+
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+
+
+[More Information Needed]
+
+### Training Procedure
+
+
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed]
+
+#### Speeds, Sizes, Times [optional]
+
+
+
+[More Information Needed]
+
+## Evaluation
+
+
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+
+
+[More Information Needed]
+
+#### Factors
+
+
+
+[More Information Needed]
+
+#### Metrics
+
+
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+
+
+[More Information Needed]
+
+## Environmental Impact
+
+
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]
+### Framework versions
+
+- PEFT 0.20.0
\ No newline at end of file
diff --git a/adapter/checkpoint-9/adapter_config.json b/adapter/checkpoint-9/adapter_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..a94aa479415cb712a22e6dac8d3f23d6ed08addb
--- /dev/null
+++ b/adapter/checkpoint-9/adapter_config.json
@@ -0,0 +1,50 @@
+{
+ "alora_invocation_tokens": null,
+ "alpha_pattern": {},
+ "arrow_config": null,
+ "auto_mapping": null,
+ "base_model_name_or_path": "Qwen/Qwen2.5-3B-Instruct",
+ "bias": "none",
+ "corda_config": null,
+ "ensure_weight_tying": false,
+ "eva_config": null,
+ "exclude_modules": null,
+ "fan_in_fan_out": false,
+ "inference_mode": true,
+ "init_lora_weights": true,
+ "layer_replication": null,
+ "layers_pattern": null,
+ "layers_to_transform": null,
+ "loftq_config": {},
+ "lora_alpha": 32,
+ "lora_bias": false,
+ "lora_dropout": 0.05,
+ "lora_ga_config": null,
+ "megatron_config": null,
+ "megatron_core": "megatron.core",
+ "modules_to_save": null,
+ "monteclora_config": null,
+ "peft_type": "LORA",
+ "peft_version": "0.20.0",
+ "qalora_group_size": 16,
+ "r": 16,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "up_proj",
+ "o_proj",
+ "v_proj",
+ "down_proj",
+ "k_proj",
+ "q_proj"
+ ],
+ "target_parameters": null,
+ "task_type": "CAUSAL_LM",
+ "trainable_token_indices": null,
+ "use_bdlora": null,
+ "use_dora": false,
+ "use_qalora": false,
+ "use_rslora": false,
+ "velora_config": null
+}
\ No newline at end of file
diff --git a/adapter/checkpoint-9/adapter_model.safetensors b/adapter/checkpoint-9/adapter_model.safetensors
new file mode 100644
index 0000000000000000000000000000000000000000..94fb8c519aa0f669b1a186f397a24cd1ba1fe928
--- /dev/null
+++ b/adapter/checkpoint-9/adapter_model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad239db9dad57a78f93a8d316f568992e6c44bb7f63bb731f270880935010b1b
+size 59934640
diff --git a/adapter/checkpoint-9/chat_template.jinja b/adapter/checkpoint-9/chat_template.jinja
new file mode 100644
index 0000000000000000000000000000000000000000..bdf7919a96cfe43d50914a007b9c0877bd0ec27e
--- /dev/null
+++ b/adapter/checkpoint-9/chat_template.jinja
@@ -0,0 +1,54 @@
+{%- 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 XML tags:\n" }}
+ {%- for tool in tools %}
+ {{- "\n" }}
+ {{- tool | tojson }}
+ {%- endfor %}
+ {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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\n{"name": "' }}
+ {{- tool_call.name }}
+ {{- '", "arguments": ' }}
+ {{- tool_call.arguments | tojson }}
+ {{- '}\n' }}
+ {%- endfor %}
+ {{- '<|im_end|>\n' }}
+ {%- elif message.role == "tool" %}
+ {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+ {{- '<|im_start|>user' }}
+ {%- endif %}
+ {{- '\n\n' }}
+ {{- message.content }}
+ {{- '\n' }}
+ {%- 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 %}
diff --git a/adapter/checkpoint-9/optimizer.pt b/adapter/checkpoint-9/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b34a36af1963882c8d723cad2633e1addd872462
--- /dev/null
+++ b/adapter/checkpoint-9/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91b2d4bc65d0633da540784515725d9d7dbabfa860959c72d2acccd88ce7c611
+size 61403589
diff --git a/adapter/checkpoint-9/rng_state.pth b/adapter/checkpoint-9/rng_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7d6308cf6dfcb86cd841e2eff5eaa13d74cde0f0
--- /dev/null
+++ b/adapter/checkpoint-9/rng_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:867aebc4b388f1e6a03fb089baad225602cd2c4197a58feca704fff68bd1b56d
+size 14645
diff --git a/adapter/checkpoint-9/scheduler.pt b/adapter/checkpoint-9/scheduler.pt
new file mode 100644
index 0000000000000000000000000000000000000000..8f2b700d8cd70ffa78f01082a3d135f1c48da572
--- /dev/null
+++ b/adapter/checkpoint-9/scheduler.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:579d42742c88735857567993c3fa5ac960c82d229a9ae95664f0e1eccfba7770
+size 1465
diff --git a/adapter/checkpoint-9/tokenizer.json b/adapter/checkpoint-9/tokenizer.json
new file mode 100644
index 0000000000000000000000000000000000000000..34510ff0037cd50428af467a17ead5a96140a32c
--- /dev/null
+++ b/adapter/checkpoint-9/tokenizer.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fd169731d2cbde95e10bf356d66d5997fd885dd8dbb6fb4684da3f23b2585d8
+size 11421892
diff --git a/adapter/checkpoint-9/tokenizer_config.json b/adapter/checkpoint-9/tokenizer_config.json
new file mode 100644
index 0000000000000000000000000000000000000000..770e41d6c92519d525eede4cbcf3ba27f6425311
--- /dev/null
+++ b/adapter/checkpoint-9/tokenizer_config.json
@@ -0,0 +1,30 @@
+{
+ "add_prefix_space": false,
+ "backend": "tokenizers",
+ "bos_token": null,
+ "clean_up_tokenization_spaces": false,
+ "eos_token": "<|im_end|>",
+ "errors": "replace",
+ "extra_special_tokens": [
+ "<|im_start|>",
+ "<|im_end|>",
+ "<|object_ref_start|>",
+ "<|object_ref_end|>",
+ "<|box_start|>",
+ "<|box_end|>",
+ "<|quad_start|>",
+ "<|quad_end|>",
+ "<|vision_start|>",
+ "<|vision_end|>",
+ "<|vision_pad|>",
+ "<|image_pad|>",
+ "<|video_pad|>"
+ ],
+ "is_local": false,
+ "local_files_only": false,
+ "model_max_length": 131072,
+ "pad_token": "<|endoftext|>",
+ "split_special_tokens": false,
+ "tokenizer_class": "Qwen2Tokenizer",
+ "unk_token": null
+}
diff --git a/adapter/checkpoint-9/trainer_state.json b/adapter/checkpoint-9/trainer_state.json
new file mode 100644
index 0000000000000000000000000000000000000000..c39155ffaf06476d3807af2ca296e04be4acd451
--- /dev/null
+++ b/adapter/checkpoint-9/trainer_state.json
@@ -0,0 +1,33 @@
+{
+ "best_global_step": null,
+ "best_metric": null,
+ "best_model_checkpoint": null,
+ "epoch": 9.0,
+ "eval_steps": 500,
+ "global_step": 9,
+ "is_hyper_param_search": false,
+ "is_local_process_zero": true,
+ "is_world_process_zero": true,
+ "log_history": [],
+ "logging_steps": 10,
+ "max_steps": 15,
+ "num_input_tokens_seen": 0,
+ "num_train_epochs": 15,
+ "save_steps": 500,
+ "stateful_callbacks": {
+ "TrainerControl": {
+ "args": {
+ "should_epoch_stop": false,
+ "should_evaluate": false,
+ "should_log": false,
+ "should_save": true,
+ "should_training_stop": false
+ },
+ "attributes": {}
+ }
+ },
+ "total_flos": 111958307119104.0,
+ "train_batch_size": 4,
+ "trial_name": null,
+ "trial_params": null
+}
diff --git a/adapter/checkpoint-9/training_args.bin b/adapter/checkpoint-9/training_args.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e352ea250e44b9e2c1c02e8e7de50df5392524fe
--- /dev/null
+++ b/adapter/checkpoint-9/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
+size 5841
diff --git a/adapter/training_args.bin b/adapter/training_args.bin
index 96de6b6e8bf186e03b3d10cbdaa82fdda5499b02..e352ea250e44b9e2c1c02e8e7de50df5392524fe 100644
--- a/adapter/training_args.bin
+++ b/adapter/training_args.bin
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:87556f713e6820a7bc84b071500798abc604556e0742e12686953a54b2c99110
+oid sha256:fd900ebda7b3712c4d07af35b3611b0288bd1613efc2d494a87d59aff783433b
size 5841