Duplicate from iamplus/bloomz-7b1-stanford-alpaca-v1

.gitattributes

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README.md

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+---
+license: bigscience-openrail-m
+datasets:
+- iamplus/Instruction_Tuning
+---
+First Version of Instruction Tuned Bloomz-7B1 model on Stanford Alpaca Instruction Tuning dataset (52k data) using ***HF Deepspeed***
+
+**Base Model:** bigscience/bloomz-7b1
+
+**Training Details :** 
+* Epochs: 4
+* Batch Size : 5 instantaneous per device x 3 gradient accumulation steps x 8 gpus = 120
+* Max Length : 1024
+* Weight Decay : 0
+* Learning Rate : 5e-5
+* Learning Rate Scheduler Type : Linear
+* Number of warmup steps : 40
+* Machine : 8xA100 80GB
+
+**Dataset Details :**
+
+Dataset : iamplus/Instruction_Tuning
+
+Files : 
+* stanford_alpaca_it.csv

config.json

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+{
+  "_name_or_path": "bigscience/bloomz-7b1",
+  "apply_residual_connection_post_layernorm": false,
+  "architectures": [
+    "BloomForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "attention_softmax_in_fp32": true,
+  "bias_dropout_fusion": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_dropout": 0.0,
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "masked_softmax_fusion": true,
+  "model_type": "bloom",
+  "n_head": 32,
+  "n_inner": null,
+  "n_layer": 30,
+  "offset_alibi": 100,
+  "pad_token_id": 3,
+  "pretraining_tp": 4,
+  "seq_length": 2048,
+  "skip_bias_add": true,
+  "skip_bias_add_qkv": false,
+  "slow_but_exact": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.27.0.dev0",
+  "unk_token_id": 0,
+  "use_cache": true,
+  "vocab_size": 250680
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "pad_token_id": 3,
+  "transformers_version": "4.27.0.dev0"
+}

pytorch_model.bin

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special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "<pad>",
+  "unk_token": "<unk>"
+}

tokenizer.json

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tokenizer_config.json

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+  "add_prefix_space": false,
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "model_max_length": 1000000000000000019884624838656,
+  "name_or_path": "bigscience/bloomz-7b1",
+  "pad_token": "<pad>",
+  "padding_side": "left",
+  "special_tokens_map_file": null,
+  "tokenizer_class": "BloomTokenizer",
+  "unk_token": "<unk>"
+}