mirror of
https://github.com/oobabooga/text-generation-webui.git
synced 2024-11-22 08:07:56 +01:00
Read more metadata (config.json & quantize_config.json)
This commit is contained in:
oobabooga
parent
56b5a4af74
commit
96da2e1c0d
@ -6,8 +6,6 @@
|
||||
model_type: 'gptj'
|
||||
.*(gpt-neox|koalpaca-polyglot|polyglot.*koalpaca|polyglot-ko|polyglot_ko|pythia|stablelm|incite|dolly-v2|polycoder|h2ogpt-oig|h2ogpt-oasst1|h2ogpt-gm):
|
||||
model_type: 'gptneox'
|
||||
.*llama:
|
||||
model_type: 'llama'
|
||||
.*bloom:
|
||||
model_type: 'bloom'
|
||||
.*gpt2:
|
||||
@ -22,38 +20,32 @@
|
||||
model_type: 'dollyv2'
|
||||
.*replit:
|
||||
model_type: 'replit'
|
||||
llama-65b-gptq-3bit:
|
||||
groupsize: 'None'
|
||||
.*(4bit|int4):
|
||||
wbits: 4
|
||||
.*(3bit|int3):
|
||||
wbits: 3
|
||||
.*(-2bit|_2bit|int2-):
|
||||
wbits: 2
|
||||
.*(-1bit|_1bit|int1-):
|
||||
wbits: 1
|
||||
.*(8bit|int8):
|
||||
wbits: 8
|
||||
.*(-7bit|_7bit|int7-):
|
||||
wbits: 7
|
||||
.*(-6bit|_6bit|int6-):
|
||||
wbits: 6
|
||||
.*(-5bit|_5bit|int5-):
|
||||
wbits: 5
|
||||
.*(-gr32-|-32g-|groupsize32|-32g$):
|
||||
groupsize: 32
|
||||
.*(-gr64-|-64g-|groupsize64|-64g$):
|
||||
groupsize: 64
|
||||
.*(gr128|128g|groupsize128):
|
||||
groupsize: 128
|
||||
.*(gr1024|1024g|groupsize1024):
|
||||
groupsize: 1024
|
||||
.*(oasst|openassistant-|stablelm-7b-sft-v7-epoch-3):
|
||||
instruction_template: 'Open Assistant'
|
||||
skip_special_tokens: false
|
||||
(?!.*galactica)(?!.*reward).*openassistant:
|
||||
instruction_template: 'Open Assistant'
|
||||
skip_special_tokens: false
|
||||
.*galactica:
|
||||
skip_special_tokens: false
|
||||
.*dolly-v[0-9]-[0-9]*b:
|
||||
instruction_template: 'Alpaca'
|
||||
skip_special_tokens: false
|
||||
.*alpaca-native-4bit:
|
||||
instruction_template: 'Alpaca'
|
||||
custom_stopping_strings: '"### End"'
|
||||
.*llava:
|
||||
instruction_template: 'LLaVA'
|
||||
custom_stopping_strings: '"\n###"'
|
||||
.*wizard.*mega:
|
||||
instruction_template: 'Wizard-Mega'
|
||||
custom_stopping_strings: '"</s>"'
|
||||
.*starchat-beta:
|
||||
instruction_template: 'Starchat-Beta'
|
||||
custom_stopping_strings: '"<|end|>"'
|
||||
.*(openorca-platypus2):
|
||||
instruction_template: 'OpenOrca-Platypus2'
|
||||
custom_stopping_strings: '"### Instruction:", "### Response:"'
|
||||
(?!.*v0)(?!.*1.1)(?!.*1_1)(?!.*stable)(?!.*chinese).*vicuna:
|
||||
instruction_template: 'Vicuna-v0'
|
||||
.*vicuna.*v0:
|
||||
@ -70,26 +62,12 @@ llama-65b-gptq-3bit:
|
||||
instruction_template: 'Chinese-Vicuna-Chat'
|
||||
.*alpaca:
|
||||
instruction_template: 'Alpaca'
|
||||
.*alpaca-native-4bit:
|
||||
instruction_template: 'Alpaca'
|
||||
wbits: 4
|
||||
groupsize: 128
|
||||
.*galactica:
|
||||
skip_special_tokens: false
|
||||
.*dolly-v[0-9]-[0-9]*b:
|
||||
instruction_template: 'Alpaca'
|
||||
skip_special_tokens: false
|
||||
custom_stopping_strings: '"### End"'
|
||||
.*koala:
|
||||
instruction_template: 'Koala'
|
||||
.*chatglm:
|
||||
instruction_template: 'ChatGLM'
|
||||
.*(metharme|pygmalion|mythalion):
|
||||
instruction_template: 'Metharme'
|
||||
.*llava:
|
||||
model_type: 'llama'
|
||||
instruction_template: 'LLaVA'
|
||||
custom_stopping_strings: '"\n###"'
|
||||
.*raven:
|
||||
instruction_template: 'RWKV-Raven'
|
||||
.*moss-moon.*sft:
|
||||
@ -116,9 +94,6 @@ llama-65b-gptq-3bit:
|
||||
instruction_template: 'INCITE-Chat'
|
||||
.*incite.*instruct:
|
||||
instruction_template: 'INCITE-Instruct'
|
||||
.*wizard.*mega:
|
||||
instruction_template: 'Wizard-Mega'
|
||||
custom_stopping_strings: '"</s>"'
|
||||
.*ziya-:
|
||||
instruction_template: 'Ziya'
|
||||
.*koalpaca:
|
||||
@ -169,14 +144,10 @@ llama-65b-gptq-3bit:
|
||||
instruction_template: 'Samantha'
|
||||
.*wizardcoder:
|
||||
instruction_template: 'Alpaca'
|
||||
.*starchat-beta:
|
||||
instruction_template: 'Starchat-Beta'
|
||||
custom_stopping_strings: '"<|end|>"'
|
||||
.*minotaur:
|
||||
instruction_template: 'Minotaur'
|
||||
.*orca_mini:
|
||||
instruction_template: 'Orca Mini'
|
||||
instruction_template: 'Vicuna-v0'
|
||||
.*(platypus|gplatty|superplatty):
|
||||
instruction_template: 'Alpaca'
|
||||
.*longchat:
|
||||
@ -199,12 +170,6 @@ llama-65b-gptq-3bit:
|
||||
instruction_template: 'StableBeluga2'
|
||||
.*openchat:
|
||||
instruction_template: 'OpenChat'
|
||||
.*falcon.*-instruct:
|
||||
.*(openorca-platypus2):
|
||||
instruction_template: 'OpenOrca-Platypus2'
|
||||
custom_stopping_strings: '"### Instruction:", "### Response:"'
|
||||
.*codellama:
|
||||
rope_freq_base: 1000000
|
||||
.*codellama.*instruct:
|
||||
instruction_template: 'Llama-v2'
|
||||
.*mistral.*instruct:
|
||||
|
||||
@ -10,16 +10,16 @@ from modules import loaders, metadata_gguf, shared, ui
|
||||
def get_fallback_settings():
|
||||
return {
|
||||
'wbits': 'None',
|
||||
'model_type': 'None',
|
||||
'groupsize': 'None',
|
||||
'pre_layer': 0,
|
||||
'skip_special_tokens': shared.settings['skip_special_tokens'],
|
||||
'custom_stopping_strings': shared.settings['custom_stopping_strings'],
|
||||
'truncation_length': shared.settings['truncation_length'],
|
||||
'desc_act': False,
|
||||
'model_type': 'None',
|
||||
'max_seq_len': 2048,
|
||||
'n_ctx': 2048,
|
||||
'rope_freq_base': 0,
|
||||
'compress_pos_emb': 1,
|
||||
'truncation_length': shared.settings['truncation_length'],
|
||||
'skip_special_tokens': shared.settings['skip_special_tokens'],
|
||||
'custom_stopping_strings': shared.settings['custom_stopping_strings'],
|
||||
}
|
||||
|
||||
|
||||
@ -56,8 +56,8 @@ def get_model_metadata(model):
|
||||
if 'llama.rope.freq_base' in metadata:
|
||||
model_settings['rope_freq_base'] = metadata['llama.rope.freq_base']
|
||||
|
||||
# Read transformers metadata. In particular, the sequence length for the model.
|
||||
else:
|
||||
# Read transformers metadata
|
||||
path = Path(f'{shared.args.model_dir}/{model}/config.json')
|
||||
if path.exists():
|
||||
metadata = json.loads(open(path, 'r').read())
|
||||
@ -65,6 +65,32 @@ def get_model_metadata(model):
|
||||
model_settings['truncation_length'] = metadata['max_position_embeddings']
|
||||
model_settings['max_seq_len'] = metadata['max_position_embeddings']
|
||||
|
||||
if 'rope_theta' in metadata:
|
||||
model_settings['rope_freq_base'] = metadata['rope_theta']
|
||||
|
||||
if 'rope_scaling' in metadata and type(metadata['rope_scaling']) is dict and all(key in metadata['rope_scaling'] for key in ('type', 'factor')):
|
||||
if metadata['rope_scaling']['type'] == 'linear':
|
||||
model_settings['compress_pos_emb'] = metadata['rope_scaling']['factor']
|
||||
|
||||
if 'quantization_config' in metadata:
|
||||
if 'bits' in metadata['quantization_config']:
|
||||
model_settings['wbits'] = metadata['quantization_config']['bits']
|
||||
if 'group_size' in metadata['quantization_config']:
|
||||
model_settings['groupsize'] = metadata['quantization_config']['group_size']
|
||||
if 'desc_act' in metadata['quantization_config']:
|
||||
model_settings['desc_act'] = metadata['quantization_config']['desc_act']
|
||||
|
||||
# Read AutoGPTQ metadata
|
||||
path = Path(f'{shared.args.model_dir}/{model}/quantize_config.json')
|
||||
if path.exists():
|
||||
metadata = json.loads(open(path, 'r').read())
|
||||
if 'bits' in metadata:
|
||||
model_settings['wbits'] = metadata['bits']
|
||||
if 'group_size' in metadata:
|
||||
model_settings['groupsize'] = metadata['group_size']
|
||||
if 'desc_act' in metadata:
|
||||
model_settings['desc_act'] = metadata['desc_act']
|
||||
|
||||
# Apply user settings from models/config-user.yaml
|
||||
settings = shared.user_config
|
||||
for pat in settings:
|
||||
|
||||
@ -258,9 +258,10 @@ def download_model_wrapper(repo_id, specific_file, progress=gr.Progress(), retur
|
||||
|
||||
|
||||
def update_truncation_length(current_length, state):
|
||||
if 'loader' in state:
|
||||
if state['loader'].lower().startswith('exllama'):
|
||||
return state['max_seq_len']
|
||||
elif state['loader'] in ['llama.cpp', 'llamacpp_HF', 'ctransformers']:
|
||||
return state['n_ctx']
|
||||
else:
|
||||
|
||||
return current_length
|
||||
|
||||
Loading…
Reference in New Issue
Block a user