Task Arithmetic: https://github.com/mlfoundations/task_vectors TIES-MERGING: https://github.com/prateeky2806/ties-merging/tree/main Model Soups: https://github.com/mlfoundations/model-soups Tent: https://github.com/DequanWang/tent About...
Code Edit mmorafah/takfl official 1 Tasks Edit Federated Learning Knowledge Distillation Task Arithmetic Transfer Learning Datasets Edit CIFAR-10 ImageNet CIFAR-100 SST MultiNLI SST-2 CINIC-10 Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub ...
Task arithmetic has emerged as a cost-effective approach for MTL. It enables performance enhancement across multiple tasks by adding their corresponding task vectors to a pre-trained model. However, the current lack of a method that can simultaneously achieve optimal performance, computational ...
precision floating point arithmetic (`float`). However the use of hardware acceleration leads to some behavioral restrictions in ESP-IDF FreeRTOS. Therefore, tasks that utilize `float` will automatically be pinned to a core if not done so already. Furthermore, `float` cannot be used in inter...
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- arithmetic operations for integers: addition(+), subtraction(-), multiplication(*), division(/), and remainder(%) - bitwise operations for integers: and(&), or(|), else(^) - bit shift: <<, >> - comparation: >, <, >=, <=, ==, != 4. Operations for bool types and(&&), ...
available task_name including: 'mconala', 'mnli', 'squad', 'bbh' (This task includes following subtasks:['date_understanding', 'logical_deduction_five_objects', 'movie_recommendation', 'multistep_arithmetic_two', 'object_counting', 'word_sorting', 'hyperbaton', 'sports_understanding', '...
ethics_deontology ethics_justice ethics_utilitarianism_original ethics_utilitarianism ethics_virtue truthfulqa_gen mutual mutual_plus math_algebra math_counting_and_prob math_geometry math_intermediate_algebra math_num_theory math_prealgebra math_precalc math_asdiv arithmetic_2da arithmetic_2ds arithmetic_3da...
Utilities that assist in handling common formatting and layout needs (e.g. arithmetic) Template functions should not return errors unless there is no way to print a sensible value. For example, converting a string to an integer should not produce an error if conversion fails. Instead, it shoul...
#elif defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) && !defined(_MSC_VER) if (n < 8) @@ -943,7 +939,7 @@ bool llamafile_sgemm(int64_t m, int64_t n, int64_t k, const void *A, int64_t lda (const ggml_fp16_t *)B, ldb, (float *)C, ldc, ith, nth}; tb.matmul(m...