Functions — github.com/ESHyperscale/HyperscaleES

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Functions274 in github.com/ESHyperscale/HyperscaleES

⨍ Functions 274◇ Types & classes 60

Methoddo_updates

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

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:150

Methoddo_updates

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

src/hyperscalees/noiser/eggroll.py:129

Methoddo_updates

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

src/hyperscalees/noiser/base_noiser.py:36

Methoddo_updates

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

src/hyperscalees/noiser/alteggroll.py:128

Methodembed

(cls, common_params, tokens)

src/hyperscalees/models/llm/rwkv7.py:189

Methodembed

(cls, common_params, tokens)

src/hyperscalees/models/llm/qrwkv6.py:193

Methodencode

(self, src: str)

src/hyperscalees/models/llm/tokenizer.py:70

Methodencode

(self, src)

src/hyperscalees/models/llm/tokenizer.py:118

Methodencode

(self, src)

src/hyperscalees/models/llm/tokenizer.py:129

Methodencode

(self, src)

src/hyperscalees/models/llm/tokenizer.py:141

Methodforward_seq

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

src/hyperscalees/models/llm/rwkv7.py:223

Methodforward_seq

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

src/hyperscalees/models/llm/rwkv7.py:319

Methodforward_seq

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

src/hyperscalees/models/llm/qrwkv6.py:227

Methodforward_seq

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

src/hyperscalees/models/llm/qrwkv6.py:272

Functiongenerate_thread

(noiser_params, params, prompt, thread_idx, epoch_num)

llm_experiments/utils.py:43

Methodget_batch_fitness

(self, indices, full_generations)

src/hyperscalees/environments/llm_bandits.py:88

Methodget_batch_fitness

(self, indices, full_generations)

src/hyperscalees/environments/llm_bandits.py:106

Methodget_batch_fitness

(self, indices, full_generations)

src/hyperscalees/environments/llm_bandits.py:229

Methodget_batch_fitness

(self, indices, full_generations)

src/hyperscalees/environments/llm_bandits.py:287

Methodget_batch_fitness

(self, indices, full_generations)

src/hyperscalees/environments/llm_bandits.py:363

Methodget_batch_fitness

(self, indices, full_generations)

src/hyperscalees/environments/llm_bandits.py:397

Methodget_es_map

(cls, config)

src/hyperscalees/models/llm/rwkv7.py:161

Methodget_es_map

(cls, config)

src/hyperscalees/models/llm/qrwkv6.py:137

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:85

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:103

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:218

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:251

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:276

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:352

Methodget_input

(self, indices)

src/hyperscalees/environments/llm_bandits.py:386

Functionget_int_component

(x)

src/hyperscalees/models/llm/llm.py:5

Functionget_lora_update_params

(frozen_noiser_params, base_sigma, iterinfo, param, key)

src/hyperscalees/noiser/sparse.py:41

Methodget_noisy_standard

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

src/hyperscalees/noiser/open_es.py:78

Methodget_noisy_standard

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

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:114

Methodget_noisy_standard

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

src/hyperscalees/noiser/eggroll.py:98

Methodget_noisy_standard

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

src/hyperscalees/noiser/base_noiser.py:28

Methodget_noisy_standard

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

src/hyperscalees/noiser/alteggroll.py:97

Methodget_scan_map

(cls, config)

src/hyperscalees/models/llm/rwkv7.py:140

Methodget_scan_map

(cls, config)

src/hyperscalees/models/llm/qrwkv6.py:89

Functionget_tokenizer

(tokenizer_name)

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

Functiongroup_norm

(x, num_groups, weight, bias, eps)

src/hyperscalees/models/llm/rwkv7.py:17

Methodinit_noiser

Return frozen_noiser_params and noiser_params

src/hyperscalees/noiser/open_es.py:42

Methodinit_noiser

Return frozen_noiser_params and noiser_params

src/hyperscalees/noiser/eggroll_baseline_subtraction.py:75

Methodinit_noiser

Return frozen_noiser_params and noiser_params

src/hyperscalees/noiser/eggroll.py:63

Methodinit_noiser

params: parameters of the model sigma: initial sigma of noiser lr: learning rate of optimization process solver (opti

src/hyperscalees/noiser/base_noiser.py:3

Methodinit_noiser

Return frozen_noiser_params and noiser_params

src/hyperscalees/noiser/alteggroll.py:62

Methodinner_loop

(cls, r, w, k, v, a, b, s, length, new_starts)

src/hyperscalees/models/llm/rwkv7.py:200

Methodinner_loop

(cls, r, w, k, v, a, b, s, length, new_starts)

src/hyperscalees/models/llm/rwkv7.py:257

Methodinner_loop

(cls, r, w, k, v, a, b, s, length, new_starts)

src/hyperscalees/models/llm/rwkv7.py:282

Methodinner_loop

(cls, r, k, v, w, time_first, s, length, new_starts)

src/hyperscalees/models/llm/qrwkv6.py:205

Functioninner_scan

(carry, input_token)

llm_experiments/utils.py:49

Functionlayer_norm

(x, w, eps=1e-5)

src/hyperscalees/models/llm/rwkv7.py:11

Functionmake_conversation

(example)

src/hyperscalees/environments/llm_bandits.py:171

Methodouthead

(cls, common_params, x)

src/hyperscalees/models/llm/rwkv7.py:194

Methodouthead

(cls, common_params, x)

src/hyperscalees/models/llm/qrwkv6.py:199

Methodpad_encode

(self, src, pad_alignment=16)

src/hyperscalees/models/llm/tokenizer.py:93

MethodprintTokens

(self, tokens)

src/hyperscalees/models/llm/tokenizer.py:76

Methodrand_init

Initialize model returns frozen_params, params, scan_map, es_map as CommonInit

src/hyperscalees/models/base_model.py:20

Methodrand_init

(cls, key, n_embd, space_gymnax, use_bias, dtype, *args, **kwargs)

src/hyperscalees/models/rl.py:61

Methodrand_init

(cls, key, n_embd, obs_space, act_space, n_layers, use_bias, activation, have_critic, dtype, *args, **kwargs)

src/hyperscalees/models/rl.py:94

Methodrand_init

(cls, key, shape, scale, raw_value, dtype, *args, **kwargs)

src/hyperscalees/models/common.py:68

Methodrand_init

(cls, key, in_dim, out_dim, dtype, *args, **kwargs)

src/hyperscalees/models/common.py:99

Methodrand_init

(cls, key, in_dim, out_dim, dtype, *args, **kwargs)

src/hyperscalees/models/common.py:113

Methodrand_init

(cls, key, in_dim, out_dim, use_bias, dtype, *args, **kwargs)

src/hyperscalees/models/common.py:127

Methodrand_init

(cls, key, in_dim, out_dim, hidden_dims, use_bias, activation, dtype, *args, **kwargs)

src/hyperscalees/models/common.py:147

Methodrandomize_weights

(cls, key, n_layer, n_embd, vocab_size, config, dtype)

src/hyperscalees/models/llm/llm.py:71

Functionrecursive_scan_split

(param, base_key, scan_tuple)

src/hyperscalees/models/common.py:23

Methodscan_loop

(inner_states, x)

src/hyperscalees/models/llm/rwkv7.py:261

Functionsingle_example_loss

(params, old_params, noiser_params, is_input_token, tokens, advantage)

llm_experiments/do_grpo.py:182

Functionsingle_example_loss

(params, old_params, noiser_params, is_input_token, tokens, advantage)

llm_experiments/do_grpo_multi_gpu.py:200

Methodtransform_torch_model

(cls, torch_model, dtype=jnp.bfloat16)

src/hyperscalees/models/llm/rwkv7.py:119

Methodtransform_torch_model

(cls, torch_model, dtype=jnp.bfloat16)

src/hyperscalees/models/llm/qrwkv6.py:72

Functionupdate_loop

(state, x)

llm_experiments/do_grpo.py:218

Functionupdate_loop

(state, x)

llm_experiments/do_grpo_multi_gpu.py:241

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