Functions — github.com/ESHyperscale/HyperscaleES

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Functions274 in github.com/ESHyperscale/HyperscaleES

⨍ Functions 274◇ Types & classes 60

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps)

src/hyperscalees/environments/llm_bandits.py:241

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps)

src/hyperscalees/environments/llm_bandits.py:247

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps, dataset_size=10000, seed=42, da

src/hyperscalees/environments/llm_bandits.py:267

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps, dataset_size=1000, seed=42, dat

src/hyperscalees/environments/llm_bandits.py:304

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps)

src/hyperscalees/environments/llm_bandits.py:342

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps)

src/hyperscalees/environments/llm_bandits.py:377

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps)

src/hyperscalees/environments/llm_bandits.py:410

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps)

src/hyperscalees/environments/llm_bandits.py:416

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps, dataset_size=256, seed=42)

src/hyperscalees/environments/llm_bandits.py:425

Method__init__

(self, encoding_tokenizer, decoding_tokenizer, max_num_steps, dataset_size=128, seed=1337)

src/hyperscalees/environments/llm_bandits.py:436

Method__init__

(self, file_name)

src/hyperscalees/models/llm/tokenizer.py:15

Method__init__

(self)

src/hyperscalees/models/llm/tokenizer.py:103

Method__init__

(self)

src/hyperscalees/models/llm/tokenizer.py:115

Method__init__

(self)

src/hyperscalees/models/llm/tokenizer.py:126

Method__init__

(self)

src/hyperscalees/models/llm/tokenizer.py:138

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:82

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:100

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:153

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:215

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:273

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:349

Method__len__

(self)

src/hyperscalees/environments/llm_bandits.py:383

Function_build_aime_prompt

(example)

src/hyperscalees/environments/llm_bandits.py:314

Function_coerce

(y)

llm_experiments/sft_evolution.py:305

Function_coerce

(y)

llm_experiments/general_do_evolution_multi_gpu.py:309

Function_do_update

(optimizer, noiser_params, params, is_input_token, generations, raw_scores, lr)

llm_experiments/do_grpo.py:212

Function_do_update

(optimizer, noiser_params, params, is_input_token, generations, raw_scores, lr)

llm_experiments/do_grpo_multi_gpu.py:230

Function_do_update

(noiser_params, params, raw_scores, epoch_num)

llm_experiments/general_do_evolution.py:181

Function_do_update

(noiser_params, params, raw_scores, epoch_num)

llm_experiments/sft_evolution.py:237

Function_do_update

(noiser_params, params, raw_scores, epoch_num, dir_indices)

llm_experiments/general_do_evolution_multi_gpu.py:240

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/rl.py:51

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/rl.py:78

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/rl.py:111

Method_forward

(cls, common_params, *args, **kwargs)

src/hyperscalees/models/common.py:80

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/common.py:108

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/common.py:122

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/common.py:139

Method_forward

(cls, common_params, x, *args, **kwargs)

src/hyperscalees/models/common.py:157

Method_forward

Forward pass on a single stream of tokens

src/hyperscalees/models/llm/llm.py:91

Method_forward

(cls, common_params, x, eps=1e-5)

src/hyperscalees/models/llm/rwkv7.py:32

Method_forward

(cls, common_params, x, num_groups, eps)

src/hyperscalees/models/llm/rwkv7.py:40

Method_forward

(cls, common_params, x, state, length, new_starts)

src/hyperscalees/models/llm/rwkv7.py:56

Method_forward

(cls, common_params, x, state, v_first, length, new_starts, H, S, layer_id, inner_loop)

src/hyperscalees/models/llm/rwkv7.py:67

Method_forward

(cls, common_params, x, eps=1e-6)

src/hyperscalees/models/llm/qrwkv6.py:13

Method_forward

(cls, common_params, x)

src/hyperscalees/models/llm/qrwkv6.py:23

Method_forward

(cls, common_params, x, state, length, new_starts, H, S, inner_loop)

src/hyperscalees/models/llm/qrwkv6.py:28

Function_is_zero_noise

(thread_id, group_size)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:10

Function_noop_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/sparse.py:112

Function_noop_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/open_es.py:37

Function_noop_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:70

Function_noop_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/eggroll.py:58

Function_noop_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/alteggroll.py:57

Function_resolve_ckpt_path

(load_path: str | Path)

llm_experiments/sft_evolution.py:127

Function_simple_full_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/sparse.py:68

Function_simple_full_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/open_es.py:27

Function_simple_full_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:60

Function_simple_full_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/eggroll.py:38

Function_simple_full_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/alteggroll.py:37

Function_simple_lora_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/sparse.py:103

Function_simple_lora_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/open_es.py:19

Function_simple_lora_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:51

Function_simple_lora_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/eggroll.py:49

Function_simple_lora_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/alteggroll.py:48

Function_simple_sparse_update

(base_sigma, param, key, scores, iterinfo, frozen_noiser_params)

src/hyperscalees/noiser/sparse.py:79

Function_to_jnp_tree

(x, dtype_str: Optional[str])

llm_experiments/sft_evolution.py:140

Methoda_scan_loop

(elem1, elem2)

src/hyperscalees/models/llm/rwkv7.py:296

Functionbatch_loss

(params, old_params, noiser_params, batch_is_input_token, batch_tokens, advantages)

llm_experiments/do_grpo.py:207

Functionbatch_loss

(params, old_params, noiser_params, batch_is_input_token, batch_tokens, advantages)

llm_experiments/do_grpo_multi_gpu.py:225

Methodblock_loop

(y, inputs)

src/hyperscalees/models/llm/rwkv7.py:232

Methodblock_loop

(x, inputs)

src/hyperscalees/models/llm/qrwkv6.py:237

Methodconvert_fitnesses

(cls, frozen_noiser_params, noiser_params, raw_scores, num_episodes_list=None)

src/hyperscalees/noiser/open_es.py:84

Methodconvert_fitnesses

(cls, frozen_noiser_params, noiser_params, raw_scores, num_episodes_list=None)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:120

Methodconvert_fitnesses

(cls, frozen_noiser_params, noiser_params, raw_scores, num_episodes_list=None)

src/hyperscalees/noiser/eggroll.py:104

Methodconvert_fitnesses

(cls, frozen_noiser_params, noiser_params, raw_scores, num_episodes_list=None)

src/hyperscalees/noiser/base_noiser.py:32

Methodconvert_fitnesses

(cls, frozen_noiser_params, noiser_params, raw_scores, num_episodes_list=None)

src/hyperscalees/noiser/alteggroll.py:103

Methoddecode

(self, tokens)

src/hyperscalees/models/llm/tokenizer.py:73

Methoddecode

(self, tokens)

src/hyperscalees/models/llm/tokenizer.py:90

Methoddecode

(self, tokens)

src/hyperscalees/models/llm/tokenizer.py:121

Methoddecode

(self, tokens)

src/hyperscalees/models/llm/tokenizer.py:132

Methoddecode

(self, tokens)

src/hyperscalees/models/llm/tokenizer.py:144

Methoddefault_state

(cls, params, config)

src/hyperscalees/models/llm/rwkv7.py:182

Methoddefault_state

(cls, params, config)

src/hyperscalees/models/llm/rwkv7.py:312

Methoddefault_state

(cls, params, config)

src/hyperscalees/models/llm/qrwkv6.py:185

Methoddefault_state

(cls, params, config)

src/hyperscalees/models/llm/qrwkv6.py:263

Methoddo_Tmm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/open_es.py:63

Methoddo_Tmm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:101

Methoddo_Tmm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/eggroll.py:85

Methoddo_Tmm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/base_noiser.py:20

Methoddo_Tmm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/alteggroll.py:84

Methoddo_emb

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/open_es.py:70

Methoddo_emb

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:109

Methoddo_emb

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/eggroll.py:93

Methoddo_emb

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/base_noiser.py:24

Methoddo_emb

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/alteggroll.py:92

Methoddo_mm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/open_es.py:56

Methoddo_mm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:93

Methoddo_mm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/eggroll.py:77

Methoddo_mm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/base_noiser.py:16

Methoddo_mm

(cls, frozen_noiser_params, noiser_params, param, base_key, iterinfo, x)

src/hyperscalees/noiser/alteggroll.py:76

Methoddo_updates

(cls, frozen_noiser_params, noiser_params, params, base_keys, fitnesses, iterinfos, es_map)

src/hyperscalees/noiser/open_es.py:107

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