End of training

README.md

@@ -0,0 +1,51 @@
+---
+base_model: EleutherAI/pythia-14m
+tags:
+- generated_from_trainer
+model-index:
+- name: robust_llm_pythia-14m_ian-022_IMDB_n-its-3
+  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. -->
+
+# robust_llm_pythia-14m_ian-022_IMDB_n-its-3
+
+This model is a fine-tuned version of [EleutherAI/pythia-14m](https://huggingface.co/EleutherAI/pythia-14m) on an unknown dataset.
+
+## 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: 1e-05
+- train_batch_size: 8
+- eval_batch_size: 64
+- seed: 0
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 1
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.39.3
+- Pytorch 2.2.1
+- Datasets 2.18.0
+- Tokenizers 0.15.2

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "EleutherAI/pythia-14m",
+  "architectures": [
+    "GPTNeoXForSequenceClassification"
+  ],
+  "attention_bias": true,
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "classifier_dropout": 0.1,
+  "eos_token_id": 0,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 128,
+  "initializer_range": 0.02,
+  "intermediate_size": 512,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 2048,
+  "model_type": "gpt_neox",
+  "num_attention_heads": 4,
+  "num_hidden_layers": 6,
+  "pad_token_id": 0,
+  "problem_type": "single_label_classification",
+  "rope_scaling": null,
+  "rotary_emb_base": 10000,
+  "rotary_pct": 0.25,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.39.3",
+  "use_cache": false,
+  "use_parallel_residual": true,
+  "vocab_size": 50304
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b49c4c791bbde9d0e8592021e66458b3070df384adb5291e9c7d12e26da2b071
+size 30524712

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713395785.rllm-ian-022-adv-trai-0-2-zzlpj.66.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f8e3b127d719d52932e185e7bc224086b33e0edf9e84b480a3cc6628426b368
+size 6688

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713395785.rllm-ian-022-adv-trai-0-2-zzlpj.67.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0dfc1748be1db2c19f62a14ab3e4531f7f3271e732d7044737904ea96ca3cb3
+size 6689

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713395786.rllm-ian-022-adv-trai-0-2-zzlpj.68.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6439c27aa9d0a5c7469fadb8cf5048617e26967abaa3769cd97518be96f40537
+size 6689

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713398114.rllm-ian-022-adv-trai-0-2-zzlpj.66.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96ec422270046485d380c3d024ab667b1c3170e3965dc04ce2150708137aa41e
+size 7508

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713400504.rllm-ian-022-adv-trai-0-2-zzlpj.66.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bac57fe56b2ffd76d0256772d81d7416b77c69b202851dc0e99bbb348076233
+size 7508

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713402880.rllm-ian-022-adv-trai-0-2-zzlpj.66.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8376c1fa72d4ec77c87465d7918d8d7bd0cf58b2aab360c780fd0d12a183e46
+size 8279

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713403624.rllm-ian-022-adv-trai-0-2-zzlpj.67.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ee4b4ce02a34b23e23987f5e9825e76a870f3a8c3071b01aed8c5c4d15a1097
+size 7509

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713405298.rllm-ian-022-adv-trai-0-2-zzlpj.66.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4bb6d7541884ccc923f3bdffe3721e6aae22d624cc9a467111fa748f90f234b
+size 9050

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713407729.rllm-ian-022-adv-trai-0-2-zzlpj.66.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b94fbf8d50284f0a708eb7466b22d16e7ca3b51eb3433fbffc9b8ab7b452549
+size 9050

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713410066.rllm-ian-022-adv-trai-0-2-zzlpj.66.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c20900e925aacac16880253c4fb2253133f00e7decb1d09d3a65b6aa044e89f8
+size 9821

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713411461.rllm-ian-022-adv-trai-0-2-zzlpj.67.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0910248f245c895011342df08ad62e0ff7f1578d714fc4442ea81cf850f03dba
+size 7509

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713412451.rllm-ian-022-adv-trai-0-2-zzlpj.66.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f0f2db47980f442defc631fb6788924cb9420b1497b04754f34dc3af992385e
+size 9821

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713414820.rllm-ian-022-adv-trai-0-2-zzlpj.66.8

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72de07b06db0565ab1064015e4a68448ca8f5031058eedb21ec307a4c3084a0a
+size 10592

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713415384.rllm-ian-022-adv-trai-0-2-zzlpj.68.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af29cdec92ec7ca96ecb8c5f897a330b1b5dcd260c10cb7aa68f623eb7092fb6
+size 7509

runs/Apr17_23-16-15_rllm-ian-022-adv-trai-0-2-zzlpj/events.out.tfevents.1713416961.rllm-ian-022-adv-trai-0-2-zzlpj.66.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0aa6903a74768fae0bb3b0b221627a85566f32ffcd484336ec9df92083e5ef0b
+size 11363

special_tokens_map.json

@@ -0,0 +1,24 @@
+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<|endoftext|>",
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,213 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<|padding|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50254": {
+      "content": "                        ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50255": {
+      "content": "                       ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50256": {
+      "content": "                      ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50257": {
+      "content": "                     ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50258": {
+      "content": "                    ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50259": {
+      "content": "                   ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50260": {
+      "content": "                  ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50261": {
+      "content": "                 ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50262": {
+      "content": "                ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50263": {
+      "content": "               ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50264": {
+      "content": "              ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50265": {
+      "content": "             ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50266": {
+      "content": "            ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50267": {
+      "content": "           ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50268": {
+      "content": "          ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50269": {
+      "content": "         ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50270": {
+      "content": "        ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50271": {
+      "content": "       ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50272": {
+      "content": "      ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50273": {
+      "content": "     ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50274": {
+      "content": "    ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50275": {
+      "content": "   ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50276": {
+      "content": "  ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 2048,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "right",
+  "tokenizer_class": "GPTNeoXTokenizer",
+  "unk_token": "<|endoftext|>"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8cd82530ff8554fbe37ac01a318d70f3067d52aec9c0fd4eca31af5d05032e3
+size 4984