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1.5b and 3b runs
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PicoCreator committed Jan 23, 2024
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"tags": []
},
"source": [
"## Finetune 1 (0 -> 4k) : Dataset preperation\n",
"## Finetune 1 (0 -> 2x2k) : Dataset preperation\n",
"\n",
"Stage 1, handles total context size of 2048. Meaning it will be tuned for memory task of 1 to approximately 1024 tokens of size."
]
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"tags": []
},
"source": [
"## Finetune 1 (0 -> 4k) : The actual tune!"
"## Finetune 1 (0 -> 2x2k) : The actual tune!"
]
},
{
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"id": "8259d9b5",
"metadata": {},
"source": [
"## Finetune 1 (0 -> 2*2k) : The actual tune!"
"## Finetune 1 (0 -> 2x2k) : The actual tune!"
]
},
{
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"id": "6fe5d71b",
"metadata": {},
"source": [
"## Finetune 2 (0 -> 2*4k) : Dataset preperation\n",
"## Finetune 2 (2x2k -> 2x4k) : Dataset preperation\n",
"\n",
"Stage 2, handles total context size of 8k. Meaning it will be tuned for memory task of approximately 4k tokens of size."
]
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"#\n",
"# Ramping up the 3000+ - 400 words dataset\n",
"# \n",
"for i in {3000..6000..25} \n",
"for i in {3025..6000..25} \n",
"do\n",
" python ./memory_script/gen_limited_prompt_completion_jsonl.py ./dataset/gen-word-$i-count.jsonl $i 100 & \n",
" python ./memory_script/shuffle_limited_prompt_completion_jsonl.py ./dataset/shuffle-word-$i-count.jsonl $i 100 & \n",
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"id": "60244472",
"metadata": {},
"source": [
"## Finetune 1 (0 -> 2*2k) : The actual tune!"
"## Finetune 2 (2x2k -> 2x4k) : The actual tune!"
]
},
{
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