books/LLMs-from-scratch
1
0
Fork 0
mirror of https://github.com/rasbt/LLMs-from-scratch.git synced 2026-04-10 12:33:42 +00:00
Code Issues Packages Projects Releases Wiki Activity

Rename variable to context_length to make it easier on readers (#106)

Browse Source 
* rename to context length

* fix spacing
This commit is contained in:
Sebastian Raschka
2024-04-04 07:27:41 -05:00
committed by GitHub
parent a940373a14
commit 2de60d1bfb
25 changed files with 242 additions and 242 deletions
Download Patch File Download Diff File Expand all files Collapse all files

24
appendix-D/01_main-chapter-code/appendix-D.ipynb
View File

@@ -61,13 +61,13 @@
"from previous_chapters import GPTModel\n",
"\n",
"GPT_CONFIG_124M = {\n",
" \"vocab_size\": 50257, # Vocabulary size\n",
" \"ctx_len\": 256, # Shortened context length (orig: 1024)\n",
" \"emb_dim\": 768, # Embedding dimension\n",
" \"n_heads\": 12, # Number of attention heads\n",
" \"n_layers\": 12, # Number of layers\n",
" \"drop_rate\": 0.1, # Dropout rate\n",
" \"qkv_bias\": False # Query-key-value bias\n",
" \"vocab_size\": 50257, # Vocabulary size\n",
" \"context_length\": 256, # Shortened context length (orig: 1024)\n",
" \"emb_dim\": 768, # Embedding dimension\n",
" \"n_heads\": 12, # Number of attention heads\n",
" \"n_layers\": 12, # Number of layers\n",
" \"drop_rate\": 0.1, # Dropout rate\n",
" \"qkv_bias\": False # Query-key-value bias\n",
"}\n",
"\n",
"device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
@@ -127,8 +127,8 @@
"train_loader = create_dataloader_v1(\n",
" text_data[:split_idx],\n",
" batch_size=2,\n",
" max_length=GPT_CONFIG_124M[\"ctx_len\"],\n",
" stride=GPT_CONFIG_124M[\"ctx_len\"],\n",
" max_length=GPT_CONFIG_124M[\"context_length\"],\n",
" stride=GPT_CONFIG_124M[\"context_length\"],\n",
" drop_last=True,\n",
" shuffle=True\n",
")\n",
@@ -136,8 +136,8 @@
"val_loader = create_dataloader_v1(\n",
" text_data[split_idx:],\n",
" batch_size=2,\n",
" max_length=GPT_CONFIG_124M[\"ctx_len\"],\n",
" stride=GPT_CONFIG_124M[\"ctx_len\"],\n",
" max_length=GPT_CONFIG_124M[\"context_length\"],\n",
" stride=GPT_CONFIG_124M[\"context_length\"],\n",
" drop_last=False,\n",
" shuffle=False\n",
")"
@@ -755,7 +755,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.4"
"version": "3.10.6"
}
},
"nbformat": 4,