move model files to root

README.md

@@ -1,4 +1,4 @@
-# T5-VAE-Python (flax) (WIP)
+# T5-VAE-Python (flax)
 
 A Transformer-VAE made using flax.
 
@@ -10,7 +10,4 @@ Builds on T5, using an autoencoder to convert it into an MMD-VAE.
 
 ## Setup
 
-Follow all steps to install dependencies from https://github.com/huggingface/transformers/blob/master/examples/research_projects/jax-projects/README.md#tpu-vm
-
-- [ ] Find dataset storage site.
-- [ ] Ask JAX team for dataset storage.
+Run `setup_tpu_vm_venv.sh` to setup a virtual enviroment.

config.json

@@ -0,0 +1,127 @@
+{
+  "add_special_tokens": false,
+  "architectures": [
+    "T5VaeForAutoencoding"
+  ],
+  "config_path": null,
+  "decoder_start_token_id": 0,
+  "dtype": "float32",
+  "eos_token_id": 1,
+  "latent_token_size": 32,
+  "model_name_or_path": null,
+  "model_type": "transformer_vae",
+  "n_latent_tokens": 1,
+  "pad_token_id": 0,
+  "set_seq_size": 60,
+  "t5": {
+    "_name_or_path": "",
+    "add_cross_attention": false,
+    "architectures": [
+      "T5WithLMHeadModel"
+    ],
+    "bad_words_ids": null,
+    "bos_token_id": null,
+    "chunk_size_feed_forward": 0,
+    "d_ff": 3072,
+    "d_kv": 64,
+    "d_model": 768,
+    "decoder_start_token_id": 0,
+    "diversity_penalty": 0.0,
+    "do_sample": false,
+    "dropout_rate": 0.1,
+    "early_stopping": false,
+    "encoder_no_repeat_ngram_size": 0,
+    "eos_token_id": 1,
+    "feed_forward_proj": "relu",
+    "finetuning_task": null,
+    "forced_bos_token_id": null,
+    "forced_eos_token_id": null,
+    "gradient_checkpointing": false,
+    "id2label": {
+      "0": "LABEL_0",
+      "1": "LABEL_1"
+    },
+    "initializer_factor": 1.0,
+    "is_decoder": false,
+    "is_encoder_decoder": true,
+    "label2id": {
+      "LABEL_0": 0,
+      "LABEL_1": 1
+    },
+    "layer_norm_epsilon": 1e-06,
+    "length_penalty": 1.0,
+    "max_length": 20,
+    "min_length": 0,
+    "model_type": "t5",
+    "n_positions": 512,
+    "no_repeat_ngram_size": 0,
+    "num_beam_groups": 1,
+    "num_beams": 1,
+    "num_decoder_layers": 12,
+    "num_heads": 12,
+    "num_layers": 12,
+    "num_return_sequences": 1,
+    "output_attentions": false,
+    "output_hidden_states": false,
+    "output_past": true,
+    "output_scores": false,
+    "pad_token_id": 0,
+    "prefix": null,
+    "problem_type": null,
+    "pruned_heads": {},
+    "relative_attention_num_buckets": 32,
+    "remove_invalid_values": false,
+    "repetition_penalty": 1.0,
+    "return_dict": true,
+    "return_dict_in_generate": false,
+    "sep_token_id": null,
+    "task_specific_params": {
+      "summarization": {
+        "early_stopping": true,
+        "length_penalty": 2.0,
+        "max_length": 200,
+        "min_length": 30,
+        "no_repeat_ngram_size": 3,
+        "num_beams": 4,
+        "prefix": "summarize: "
+      },
+      "translation_en_to_de": {
+        "early_stopping": true,
+        "max_length": 300,
+        "num_beams": 4,
+        "prefix": "translate English to German: "
+      },
+      "translation_en_to_fr": {
+        "early_stopping": true,
+        "max_length": 300,
+        "num_beams": 4,
+        "prefix": "translate English to French: "
+      },
+      "translation_en_to_ro": {
+        "early_stopping": true,
+        "max_length": 300,
+        "num_beams": 4,
+        "prefix": "translate English to Romanian: "
+      }
+    },
+    "temperature": 1.0,
+    "tie_encoder_decoder": false,
+    "tie_word_embeddings": true,
+    "tokenizer_class": null,
+    "top_k": 50,
+    "top_p": 1.0,
+    "torch_dtype": null,
+    "torchscript": false,
+    "transformers_version": "4.9.0.dev0",
+    "use_bfloat16": false,
+    "use_cache": true,
+    "vocab_size": 32100
+  },
+  "tokenizer_name": null,
+  "transformers_version": null,
+  "use_cache": true,
+  "use_fast_tokenizer": true,
+  "vae_decoder_model": "",
+  "vae_encoder_model": "",
+  "vocab_size": 32100
+}

flax_model.msgpack

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78df6b3743922890773961fedfcd96f0c6af3fb53a81dd02b2ac50da99424ee8
+size 891745503

output/single_latent

@@ -0,0 +1 @@
+Subproject commit 006e94e4a97d7c716219d69af790d7bd8a7db319