End of training

README.md

@@ -0,0 +1,66 @@
+---
+license: apache-2.0
+base_model: HuggingFaceTB/SmolLM-135M
+tags:
+- generated_from_trainer
+model-index:
+- name: databricks_smoLLM
+  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. -->
+
+# databricks_smoLLM
+
+This model is a fine-tuned version of [HuggingFaceTB/SmolLM-135M](https://huggingface.co/HuggingFaceTB/SmolLM-135M) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 2.3961
+
+## 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: 2e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| No log        | 1.0   | 375  | 2.2360          |
+| 2.2313        | 2.0   | 750  | 2.2261          |
+| 1.9899        | 3.0   | 1125 | 2.2366          |
+| 1.8532        | 4.0   | 1500 | 2.2560          |
+| 1.8532        | 5.0   | 1875 | 2.2812          |
+| 1.7256        | 6.0   | 2250 | 2.3115          |
+| 1.6295        | 7.0   | 2625 | 2.3371          |
+| 1.5634        | 8.0   | 3000 | 2.3663          |
+| 1.5634        | 9.0   | 3375 | 2.3875          |
+| 1.5089        | 10.0  | 3750 | 2.3961          |
+
+
+### Framework versions
+
+- Transformers 4.42.3
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

@@ -0,0 +1,29 @@
+{
+  "_name_or_path": "HuggingFaceTB/SmolLM-135M",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "hidden_act": "silu",
+  "hidden_size": 576,
+  "initializer_range": 0.02,
+  "intermediate_size": 1536,
+  "max_position_embeddings": 2048,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 9,
+  "num_hidden_layers": 30,
+  "num_key_value_heads": 3,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.42.3",
+  "use_cache": true,
+  "vocab_size": 49152
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.42.3"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a696a8152c891bc0c4cd55f6357626ec7fcc43118d4ffa525e07326d751c3a6
+size 538090408

runs/Aug03_16-05-41_ecb93859de51/events.out.tfevents.1722701144.ecb93859de51.34.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0c68b3af7cd27c7997569278cf8ce0db95e227fc909e4093c24189134d87c5a
+size 4905

runs/Aug03_16-07-01_ecb93859de51/events.out.tfevents.1722701223.ecb93859de51.34.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:572e3289fe5b1135558cdd7c5c130e85594df333a41387f076071fc4f007fe11
+size 4905

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e98dfbe0dfab124c1968293d738ddd25a1f388143a5994e54495bd76aedfb33f
+size 5112