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tini_llama_full
AlexWortega/tini_llama_full
tini_llama_full is a text generation model from AlexWortega. Use it when you need the model to write or continue text. It is set up for transformers.
https://wandb.ai/alexwortega/tinyllama/runs/n0je6urv?workspace=user-alexwortega
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Feb 8, 2024
- Updated
- Feb 8, 2024
- SHA
- cb75a9a7
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Model card
From the Hugging Face model README
https://wandb.ai/alexwortega/tiny_llama/runs/n0je6urv?workspace=user-alexwortega
hf-causal (pretrained=../../tiny_3ep_full,dtype=float16), limit: None, provide_description: False, num_fewshot: 0, batch_size: 16
| Task | Version | Metric | Value | Stderr | |
|---|---|---|---|---|---|
| danetqa | 1 | acc | 0.5018 | ± | 0.0175 |
| hendrycksTest-abstract_algebra | 1 | acc | 0.2600 | ± | 0.0441 |
| acc_norm | 0.2600 | ± | 0.0441 | ||
| hendrycksTest-anatomy | 1 | acc | 0.2741 | ± | 0.0385 |
| acc_norm | 0.2741 | ± | 0.0385 | ||
| hendrycksTest-astronomy | 1 | acc | 0.1776 | ± | 0.0311 |
| acc_norm | 0.1776 | ± | 0.0311 | ||
| hendrycksTest-business_ethics | 1 | acc | 0.2500 | ± | 0.0435 |
| acc_norm | 0.2500 | ± | 0.0435 | ||
| hendrycksTest-clinical_knowledge | 1 | acc | 0.2604 | ± | 0.0270 |
| acc_norm | 0.2604 | ± | 0.0270 | ||
| hendrycksTest-college_biology | 1 | acc | 0.2153 | ± | 0.0344 |
| acc_norm | 0.2153 | ± | 0.0344 | ||
| hendrycksTest-college_chemistry | 1 | acc | 0.1700 | ± | 0.0378 |
| acc_norm | 0.1700 | ± | 0.0378 | ||
| hendrycksTest-college_computer_science | 1 | acc | 0.2800 | ± | 0.0451 |
| acc_norm | 0.2800 | ± | 0.0451 | ||
| hendrycksTest-college_mathematics | 1 | acc | 0.2700 | ± | 0.0446 |
| acc_norm | 0.2700 | ± | 0.0446 | ||
| hendrycksTest-college_medicine | 1 | acc | 0.2543 | ± | 0.0332 |
| acc_norm | 0.2543 | ± | 0.0332 | ||
| hendrycksTest-college_physics | 1 | acc | 0.1961 | ± | 0.0395 |
| acc_norm | 0.1961 | ± | 0.0395 | ||
| hendrycksTest-computer_security | 1 | acc | 0.3000 | ± | 0.0461 |
| acc_norm | 0.3000 | ± | 0.0461 | ||
| hendrycksTest-conceptual_physics | 1 | acc | 0.2766 | ± | 0.0292 |
| acc_norm | 0.2766 | ± | 0.0292 | ||
| hendrycksTest-econometrics | 1 | acc | 0.2807 | ± | 0.0423 |
| acc_norm | 0.2807 | ± | 0.0423 | ||
| hendrycksTest-electrical_engineering | 1 | acc | 0.2690 | ± | 0.0370 |
| acc_norm | 0.2690 | ± | 0.0370 | ||
| hendrycksTest-elementary_mathematics | 1 | acc | 0.2434 | ± | 0.0221 |
| acc_norm | 0.2434 | ± | 0.0221 | ||
| hendrycksTest-formal_logic | 1 | acc | 0.2698 | ± | 0.0397 |
| acc_norm | 0.2698 | ± | 0.0397 | ||
| hendrycksTest-global_facts | 1 | acc | 0.2700 | ± | 0.0446 |
| acc_norm | 0.2700 | ± | 0.0446 | ||
| hendrycksTest-high_school_biology | 1 | acc | 0.2161 | ± | 0.0234 |
| acc_norm | 0.2161 | ± | 0.0234 | ||
| hendrycksTest-high_school_chemistry | 1 | acc | 0.1970 | ± | 0.0280 |
| acc_norm | 0.1970 | ± | 0.0280 | ||
| hendrycksTest-high_school_computer_science | 1 | acc | 0.3600 | ± | 0.0482 |
| acc_norm | 0.3600 | ± | 0.0482 | ||
| hendrycksTest-high_school_european_history | 1 | acc | 0.2182 | ± | 0.0323 |
| acc_norm | 0.2182 | ± | 0.0323 | ||
| hendrycksTest-high_school_geography | 1 | acc | 0.2222 | ± | 0.0296 |
| acc_norm | 0.2222 | ± | 0.0296 | ||
| hendrycksTest-high_school_government_and_politics | 1 | acc | 0.1969 | ± | 0.0287 |
| acc_norm | 0.1969 | ± | 0.0287 | ||
| hendrycksTest-high_school_macroeconomics | 1 | acc | 0.2282 | ± | 0.0213 |
| acc_norm | 0.2282 | ± | 0.0213 | ||
| hendrycksTest-high_school_mathematics | 1 | acc | 0.2556 | ± | 0.0266 |
| acc_norm | 0.2556 | ± | 0.0266 | ||
| hendrycksTest-high_school_microeconomics | 1 | acc | 0.2227 | ± | 0.0270 |
| acc_norm | 0.2227 | ± | 0.0270 | ||
| hendrycksTest-high_school_physics | 1 | acc | 0.2914 | ± | 0.0371 |
| acc_norm | 0.2914 | ± | 0.0371 | ||
| hendrycksTest-high_school_psychology | 1 | acc | 0.2275 | ± | 0.0180 |
| acc_norm | 0.2275 | ± | 0.0180 | ||
| hendrycksTest-high_school_statistics | 1 | acc | 0.1759 | ± | 0.0260 |
| acc_norm | 0.1759 | ± | 0.0260 | ||
| hendrycksTest-high_school_us_history | 1 | acc | 0.2598 | ± | 0.0308 |
| acc_norm | 0.2598 | ± | 0.0308 | ||
| hendrycksTest-high_school_world_history | 1 | acc | 0.2827 | ± | 0.0293 |
| acc_norm | 0.2827 | ± | 0.0293 | ||
| hendrycksTest-human_aging | 1 | acc | 0.3049 | ± | 0.0309 |
| acc_norm | 0.3049 | ± | 0.0309 | ||
| hendrycksTest-human_sexuality | 1 | acc | 0.2824 | ± | 0.0395 |
| acc_norm | 0.2824 | ± | 0.0395 | ||
| hendrycksTest-international_law | 1 | acc | 0.2562 | ± | 0.0398 |
| acc_norm | 0.2562 | ± | 0.0398 | ||
| hendrycksTest-jurisprudence | 1 | acc | 0.3611 | ± | 0.0464 |
| acc_norm | 0.3611 | ± | 0.0464 | ||
| hendrycksTest-logical_fallacies | 1 | acc | 0.2515 | ± | 0.0341 |
| acc_norm | 0.2515 | ± | 0.0341 | ||
| hendrycksTest-machine_learning | 1 | acc | 0.1964 | ± | 0.0377 |
| acc_norm | 0.1964 | ± | 0.0377 | ||
| hendrycksTest-management | 1 | acc | 0.1553 | ± | 0.0359 |
| acc_norm | 0.1553 | ± | 0.0359 | ||
| hendrycksTest-marketing | 1 | acc | 0.3248 | ± | 0.0307 |
| acc_norm | 0.3248 | ± | 0.0307 | ||
| hendrycksTest-medical_genetics | 1 | acc | 0.3400 | ± | 0.0476 |
| acc_norm | 0.3400 | ± | 0.0476 | ||
| hendrycksTest-miscellaneous | 1 | acc | 0.2669 | ± | 0.0158 |
| acc_norm | 0.2669 | ± | 0.0158 | ||
| hendrycksTest-moral_disputes | 1 | acc | 0.2919 | ± | 0.0245 |
| acc_norm | 0.2919 | ± | 0.0245 | ||
| hendrycksTest-moral_scenarios | 1 | acc | 0.2447 | ± | 0.0144 |
| acc_norm | 0.2447 | ± | 0.0144 | ||
| hendrycksTest-nutrition | 1 | acc | 0.2549 | ± | 0.0250 |
| acc_norm | 0.2549 | ± | 0.0250 | ||
| hendrycksTest-philosophy | 1 | acc | 0.2122 | ± | 0.0232 |
| acc_norm | 0.2122 | ± | 0.0232 | ||
| hendrycksTest-prehistory | 1 | acc | 0.2685 | ± | 0.0247 |
| acc_norm | 0.2685 | ± | 0.0247 | ||
| hendrycksTest-professional_accounting | 1 | acc | 0.2021 | ± | 0.0240 |
| acc_norm | 0.2021 | ± | 0.0240 | ||
| hendrycksTest-professional_law | 1 | acc | 0.2432 | ± | 0.0110 |
| acc_norm | 0.2432 | ± | 0.0110 | ||
| hendrycksTest-professional_medicine | 1 | acc | 0.1654 | ± | 0.0226 |
| acc_norm | 0.1654 | ± | 0.0226 | ||
| hendrycksTest-professional_psychology | 1 | acc | 0.2582 | ± | 0.0177 |
| acc_norm | 0.2582 | ± | 0.0177 | ||
| hendrycksTest-public_relations | 1 | acc | 0.2909 | ± | 0.0435 |
| acc_norm | 0.2909 | ± | 0.0435 | ||
| hendrycksTest-security_studies | 1 | acc | 0.2041 | ± | 0.0258 |
| acc_norm | 0.2041 | ± | 0.0258 | ||
| hendrycksTest-sociology | 1 | acc | 0.2637 | ± | 0.0312 |
| acc_norm | 0.2637 | ± | 0.0312 | ||
| hendrycksTest-us_foreign_policy | 1 | acc | 0.2900 | ± | 0.0456 |
| acc_norm | 0.2900 | ± | 0.0456 | ||
| hendrycksTest-virology | 1 | acc | 0.2651 | ± | 0.0344 |
| acc_norm | 0.2651 | ± | 0.0344 | ||
| hendrycksTest-world_religions | 1 | acc | 0.3450 | ± | 0.0365 |
| acc_norm | 0.3450 | ± | 0.0365 | ||
| hendrycksTestRu-abstract_algebra | 1 | acc | 0.2300 | ± | 0.0423 |
| acc_norm | 0.2300 | ± | 0.0423 | ||
| hendrycksTestRu-anatomy | 1 | acc | 0.1778 | ± | 0.0330 |
| acc_norm | 0.1778 | ± | 0.0330 | ||
| hendrycksTestRu-astronomy | 1 | acc | 0.1776 | ± | 0.0311 |
| acc_norm | 0.1776 | ± | 0.0311 | ||
| hendrycksTestRu-business_ethics | 1 | acc | 0.2200 | ± | 0.0416 |
| acc_norm | 0.2200 | ± | 0.0416 | ||
| hendrycksTestRu-clinical_knowledge | 1 | acc | 0.2151 | ± | 0.0253 |
| acc_norm | 0.2151 | ± | 0.0253 | ||
| hendrycksTestRu-college_biology | 1 | acc | 0.2569 | ± | 0.0365 |
| acc_norm | 0.2569 | ± | 0.0365 | ||
| hendrycksTestRu-college_chemistry | 1 | acc | 0.1800 | ± | 0.0386 |
| acc_norm | 0.1800 | ± | 0.0386 | ||
| hendrycksTestRu-college_computer_science | 1 | acc | 0.2700 | ± | 0.0446 |
| acc_norm | 0.2700 | ± | 0.0446 | ||
| hendrycksTestRu-college_mathematics | 1 | acc | 0.2200 | ± | 0.0416 |
| acc_norm | 0.2200 | ± | 0.0416 | ||
| hendrycksTestRu-college_medicine | 1 | acc | 0.1908 | ± | 0.0300 |
| acc_norm | 0.1908 | ± | 0.0300 | ||
| hendrycksTestRu-college_physics | 1 | acc | 0.2059 | ± | 0.0402 |
| acc_norm | 0.2059 | ± | 0.0402 | ||
| hendrycksTestRu-computer_security | 1 | acc | 0.3000 | ± | 0.0461 |
| acc_norm | 0.3000 | ± | 0.0461 | ||
| hendrycksTestRu-conceptual_physics | 1 | acc | 0.2681 | ± | 0.0290 |
| acc_norm | 0.2681 | ± | 0.0290 | ||
| hendrycksTestRu-econometrics | 1 | acc | 0.2368 | ± | 0.0400 |
| acc_norm | 0.2368 | ± | 0.0400 | ||
| hendrycksTestRu-electrical_engineering | 1 | acc | 0.2483 | ± | 0.0360 |
| acc_norm | 0.2483 | ± | 0.0360 | ||
| hendrycksTestRu-elementary_mathematics | 1 | acc | 0.2063 | ± | 0.0208 |
| acc_norm | 0.2063 | ± | 0.0208 | ||
| hendrycksTestRu-formal_logic | 1 | acc | 0.2937 | ± | 0.0407 |
| acc_norm | 0.2937 | ± | 0.0407 | ||
| hendrycksTestRu-global_facts | 1 | acc | 0.2000 | ± | 0.0402 |
| acc_norm | 0.2000 | ± | 0.0402 | ||
| hendrycksTestRu-high_school_biology | 1 | acc | 0.1871 | ± | 0.0222 |
| acc_norm | 0.1871 | ± | 0.0222 | ||
| hendrycksTestRu-high_school_chemistry | 1 | acc | 0.1724 | ± | 0.0266 |
| acc_norm | 0.1724 | ± | 0.0266 | ||
| hendrycksTestRu-high_school_computer_science | 1 | acc | 0.2900 | ± | 0.0456 |
| acc_norm | 0.2900 | ± | 0.0456 | ||
| hendrycksTestRu-high_school_european_history | 1 | acc | 0.2242 | ± | 0.0326 |
| acc_norm | 0.2242 | ± | 0.0326 | ||
| hendrycksTestRu-high_school_geography | 1 | acc | 0.1869 | ± | 0.0278 |
| acc_norm | 0.1869 | ± | 0.0278 | ||
| hendrycksTestRu-high_school_government_and_politics | 1 | acc | 0.2124 | ± | 0.0295 |
| acc_norm | 0.2124 | ± | 0.0295 | ||
| hendrycksTestRu-high_school_macroeconomics | 1 | acc | 0.2128 | ± | 0.0208 |
| acc_norm | 0.2128 | ± | 0.0208 | ||
| hendrycksTestRu-high_school_mathematics | 1 | acc | 0.2074 | ± | 0.0247 |
| acc_norm | 0.2074 | ± | 0.0247 | ||
| hendrycksTestRu-high_school_microeconomics | 1 | acc | 0.2227 | ± | 0.0270 |
| acc_norm | 0.2227 | ± | 0.0270 | ||
| hendrycksTestRu-high_school_physics | 1 | acc | 0.1987 | ± | 0.0326 |
| acc_norm | 0.1987 | ± | 0.0326 | ||
| hendrycksTestRu-high_school_psychology | 1 | acc | 0.2000 | ± | 0.0171 |
| acc_norm | 0.2000 | ± | 0.0171 | ||
| hendrycksTestRu-high_school_statistics | 1 | acc | 0.1713 | ± | 0.0257 |
| acc_norm | 0.1713 | ± | 0.0257 | ||
| hendrycksTestRu-high_school_us_history | 1 | acc | 0.2647 | ± | 0.0310 |
| acc_norm | 0.2647 | ± | 0.0310 | ||
| hendrycksTestRu-high_school_world_history | 1 | acc | 0.2658 | ± | 0.0288 |
| acc_norm | 0.2658 | ± | 0.0288 | ||
| hendrycksTestRu-human_aging | 1 | acc | 0.2780 | ± | 0.0301 |
| acc_norm | 0.2780 | ± | 0.0301 | ||
| hendrycksTestRu-human_sexuality | 1 | acc | 0.2443 | ± | 0.0377 |
| acc_norm | 0.2443 | ± | 0.0377 | ||
| hendrycksTestRu-international_law | 1 | acc | 0.2314 | ± | 0.0385 |
| acc_norm | 0.2314 | ± | 0.0385 | ||
| hendrycksTestRu-jurisprudence | 1 | acc | 0.2593 | ± | 0.0424 |
| acc_norm | 0.2593 | ± | 0.0424 | ||
| hendrycksTestRu-logical_fallacies | 1 | acc | 0.2270 | ± | 0.0329 |
| acc_norm | 0.2270 | ± | 0.0329 | ||
| hendrycksTestRu-machine_learning | 1 | acc | 0.2857 | ± | 0.0429 |
| acc_norm | 0.2857 | ± | 0.0429 | ||
| hendrycksTestRu-management | 1 | acc | 0.2136 | ± | 0.0406 |
| acc_norm | 0.2136 | ± | 0.0406 | ||
| hendrycksTestRu-marketing | 1 | acc | 0.2991 | ± | 0.0300 |
| acc_norm | 0.2991 | ± | 0.0300 | ||
| hendrycksTestRu-medical_genetics | 1 | acc | 0.2700 | ± | 0.0446 |
| acc_norm | 0.2700 | ± | 0.0446 | ||
| hendrycksTestRu-miscellaneous | 1 | acc | 0.2490 | ± | 0.0155 |
| acc_norm | 0.2490 | ± | 0.0155 | ||
| hendrycksTestRu-moral_disputes | 1 | acc | 0.2601 | ± | 0.0236 |
| acc_norm | 0.2601 | ± | 0.0236 | ||
| hendrycksTestRu-moral_scenarios | 1 | acc | 0.2369 | ± | 0.0142 |
| acc_norm | 0.2369 | ± | 0.0142 | ||
| hendrycksTestRu-nutrition | 1 | acc | 0.2190 | ± | 0.0237 |
| acc_norm | 0.2190 | ± | 0.0237 | ||
| hendrycksTestRu-philosophy | 1 | acc | 0.1897 | ± | 0.0223 |
| acc_norm | 0.1897 | ± | 0.0223 | ||
| hendrycksTestRu-prehistory | 1 | acc | 0.2191 | ± | 0.0230 |
| acc_norm | 0.2191 | ± | 0.0230 | ||
| hendrycksTestRu-professional_accounting | 1 | acc | 0.2092 | ± | 0.0243 |
| acc_norm | 0.2092 | ± | 0.0243 | ||
| hendrycksTestRu-professional_law | 1 | acc | 0.2627 | ± | 0.0112 |
| acc_norm | 0.2627 | ± | 0.0112 | ||
| hendrycksTestRu-professional_medicine | 1 | acc | 0.1801 | ± | 0.0233 |
| acc_norm | 0.1801 | ± | 0.0233 | ||
| hendrycksTestRu-professional_psychology | 1 | acc | 0.2533 | ± | 0.0176 |
| acc_norm | 0.2533 | ± | 0.0176 | ||
| hendrycksTestRu-public_relations | 1 | acc | 0.2273 | ± | 0.0401 |
| acc_norm | 0.2273 | ± | 0.0401 | ||
| hendrycksTestRu-security_studies | 1 | acc | 0.1959 | ± | 0.0254 |
| acc_norm | 0.1959 | ± | 0.0254 | ||
| hendrycksTestRu-sociology | 1 | acc | 0.2239 | ± | 0.0295 |
| acc_norm | 0.2239 | ± | 0.0295 | ||
| hendrycksTestRu-us_foreign_policy | 1 | acc | 0.2300 | ± | 0.0423 |
| acc_norm | 0.2300 | ± | 0.0423 | ||
| hendrycksTestRu-virology | 1 | acc | 0.2831 | ± | 0.0351 |
| acc_norm | 0.2831 | ± | 0.0351 | ||
| hendrycksTestRu-world_religions | 1 | acc | 0.3158 | ± | 0.0357 |
| acc_norm | 0.3158 | ± | 0.0357 | ||
| muserc | 1 | acc | 0.0000 | ± | 0.0000 |
| parus | 0 | acc | 0.6500 | ± | 0.0479 |
| rcb | 1 | acc | 0.5273 | ± | 0.0337 |
| f1 | 0.2302 | ||||
| rucos | 0 | f1 | 0.5248 | ± | 0.0057 |
| em | 0.5108 | ± | 0.0057 | ||
| russe | 0 | acc | 0.3691 | ± | 0.0052 |
| ruterra | 1 | acc | 0.4984 | ± | 0.0286 |
| f1 | 0.2217 | ||||
| rwsd | 0 | acc | 0.5539 | ± | 0.0349 |
| xwinograd_ru | 0 | acc | 0.5587 | ± | 0.0280 |
| xnli_ru | 0 | acc | 0.3940 | ± | 0.0069 |
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Feb 8, 2024
- Updated
- Feb 8, 2024