TrevorJS/check-amount-deverbalizer-smollm2-mk2

README.md

@@ -0,0 +1,77 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: HuggingFaceTB/SmolLM2-135M-Instruct
+tags:
+- generated_from_trainer
+model-index:
+- name: check-amount-deverbalizer-smollm2
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# check-amount-deverbalizer-smollm2
+
+This model is a fine-tuned version of [HuggingFaceTB/SmolLM2-135M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM2-135M-Instruct) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1520
+- Json Parse Rate: 0.96
+- Dollar Accuracy: 0.96
+- Cents Accuracy: 0.96
+- Digit Count Accuracy: 0.96
+- Perfect Match: 0.96
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 128
+- eval_batch_size: 2
+- seed: 42
+- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Json Parse Rate | Dollar Accuracy | Cents Accuracy | Digit Count Accuracy | Perfect Match |
+|:-------------:|:------:|:----:|:---------------:|:---------------:|:---------------:|:--------------:|:--------------------:|:-------------:|
+| 0.1588        | 0.2128 | 200  | 0.1580          | 0.9571          | 0.9271          | 0.9529         | 0.95                 | 0.9186        |
+| 0.1576        | 0.4255 | 400  | 0.1549          | 0.96            | 0.9557          | 0.96           | 0.96                 | 0.9557        |
+| 0.1546        | 0.6383 | 600  | 0.1539          | 0.96            | 0.9571          | 0.96           | 0.96                 | 0.9571        |
+| 0.154         | 0.8511 | 800  | 0.1541          | 0.9586          | 0.95            | 0.9586         | 0.9586               | 0.95          |
+| 0.1539        | 1.0638 | 1000 | 0.1536          | 0.96            | 0.9557          | 0.96           | 0.96                 | 0.9557        |
+| 0.1544        | 1.2766 | 1200 | 0.1524          | 0.96            | 0.96            | 0.96           | 0.96                 | 0.96          |
+| 0.1535        | 1.4894 | 1400 | 0.1529          | 0.96            | 0.9571          | 0.96           | 0.96                 | 0.9571        |
+| 0.1537        | 1.7021 | 1600 | 0.1525          | 0.96            | 0.9586          | 0.96           | 0.96                 | 0.9586        |
+| 0.1548        | 1.9149 | 1800 | 0.1527          | 0.96            | 0.9586          | 0.96           | 0.96                 | 0.9586        |
+| 0.1545        | 2.1277 | 2000 | 0.1524          | 0.96            | 0.96            | 0.96           | 0.96                 | 0.96          |
+| 0.1534        | 2.3404 | 2200 | 0.1526          | 0.96            | 0.96            | 0.96           | 0.96                 | 0.96          |
+| 0.1533        | 2.5532 | 2400 | 0.1522          | 0.96            | 0.96            | 0.96           | 0.96                 | 0.96          |
+| 0.1524        | 2.7660 | 2600 | 0.1521          | 0.96            | 0.96            | 0.96           | 0.96                 | 0.96          |
+| 0.1527        | 2.9787 | 2800 | 0.1520          | 0.96            | 0.96            | 0.96           | 0.96                 | 0.96          |
+
+
+### Framework versions
+
+- Transformers 4.48.2
+- Pytorch 2.5.1+cu124
+- Datasets 3.2.0
+- Tokenizers 0.21.0

config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "HuggingFaceTB/SmolLM2-135M-Instruct",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 64,
+  "hidden_act": "silu",
+  "hidden_size": 576,
+  "initializer_range": 0.041666666666666664,
+  "intermediate_size": 1536,
+  "is_llama_config": true,
+  "max_position_embeddings": 8192,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 9,
+  "num_hidden_layers": 30,
+  "num_key_value_heads": 3,
+  "pad_token_id": 2,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_interleaved": false,
+  "rope_scaling": null,
+  "rope_theta": 100000,
+  "tie_word_embeddings": true,
+  "torch_dtype": "float32",
+  "transformers.js_config": {
+    "kv_cache_dtype": {
+      "fp16": "float16",
+      "q4f16": "float16"
+    }
+  },
+  "transformers_version": "4.48.2",
+  "use_cache": true,
+  "vocab_size": 49152
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 2,
+  "transformers_version": "4.48.2"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e6c8d044765a2fcb3dcb0cbdc8313ff3b1f59fc6b487ce3cbb45e7fad01436b
+size 538090408

runs/Feb13_20-25-01_8384fb57439c/events.out.tfevents.1739478468.8384fb57439c.21274.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8221c4142627a347b67f49f65a15941e73925f7b901f0529d301777230e3e785
+size 5459

runs/Feb13_20-34-45_8384fb57439c/events.out.tfevents.1739478916.8384fb57439c.23935.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ea598a286928c686c0ac4c9bb1261fcdaa1d263acb9525c0d42556386092eb0
+size 4184

runs/Feb13_20-36-43_8384fb57439c/events.out.tfevents.1739479023.8384fb57439c.24649.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b2b751f0c66dbb0bd2c17806332d4c47f5b898c90f568828eed651750d99388
+size 9631

runs/Feb13_20-55-09_8384fb57439c/events.out.tfevents.1739480119.8384fb57439c.29918.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a4ce357758fa16b4551cb90bdcfed0728b98c6290d924747711d7caca879c6b
+size 5459

runs/Feb13_21-03-14_8384fb57439c/events.out.tfevents.1739480619.8384fb57439c.32345.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77ea15690166b5672c3f95593b676b9b5f846758dde9c15f0cf73686e22659c2
+size 4184

runs/Feb13_21-05-42_8384fb57439c/events.out.tfevents.1739480774.8384fb57439c.33196.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f14926ddf35bc8ec663f102e46779e5eca10196152aaef89679b6baeeee4ee06
+size 9631

runs/Feb13_21-11-39_8384fb57439c/events.out.tfevents.1739481119.8384fb57439c.35000.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eca3b04831793a815a41991a299301146d1b640cbdb8e3daba963f31e158f97e
+size 9629

runs/Feb13_21-33-49_8384fb57439c/events.out.tfevents.1739482448.8384fb57439c.41153.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f8df462afc8f7be5461548d735505d19ca865e593c8ee9a19f2d5d8199926f3
+size 9631

runs/Feb13_21-39-14_8384fb57439c/events.out.tfevents.1739482773.8384fb57439c.42634.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b2a1fb4a98494aef42d2e6acc84768eda27d688c2e4cacf59da6552ea17761a
+size 73219

special_tokens_map.json

@@ -0,0 +1,34 @@
+{
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "bos_token": {
+    "content": "<|im_start|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,155 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "<repo_name>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "<reponame>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "5": {
+      "content": "<file_sep>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "6": {
+      "content": "<filename>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "7": {
+      "content": "<gh_stars>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "8": {
+      "content": "<issue_start>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "9": {
+      "content": "<issue_comment>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "10": {
+      "content": "<issue_closed>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "11": {
+      "content": "<jupyter_start>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "12": {
+      "content": "<jupyter_text>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "13": {
+      "content": "<jupyter_code>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "14": {
+      "content": "<jupyter_output>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "15": {
+      "content": "<jupyter_script>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "16": {
+      "content": "<empty_output>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>"
+  ],
+  "bos_token": "<|im_start|>",
+  "chat_template": "{% for message in messages %}{% if loop.first and messages[0]['role'] != 'system' %}{{ '<|im_start|>system\nYou are a helpful AI assistant named SmolLM, trained by Hugging Face<|im_end|>\n' }}{% endif %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "extra_special_tokens": {},
+  "model_max_length": 8192,
+  "pad_token": "<|im_end|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>",
+  "vocab_size": 49152
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07132bb19fc405cbe2eeb5b9c40933863e5af26a79f04ce6466723ca239432f0
+size 5432