carsonhxsu
commited on
Commit
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upload Baichuan models
Browse files- README.md +11 -7
- models/Baichuan-13B-Base-lyra/1-gpu-fp16.bin +3 -0
- models/Baichuan-13B-Base-lyra/config.ini +14 -0
- models/Baichuan-13B-Base-lyra/config.json +28 -0
- models/Baichuan-13B-Base-lyra/special_tokens_map.json +30 -0
- models/Baichuan-13B-Base-lyra/tokenizer.model +3 -0
- models/Baichuan-13B-Base-lyra/tokenizer_config.json +46 -0
- models/Baichuan-13B-Chat-lyra/1-gpu-fp16.bin +3 -0
- models/Baichuan-13B-Chat-lyra/config.ini +14 -0
- models/Baichuan-13B-Chat-lyra/config.json +28 -0
- models/Baichuan-13B-Chat-lyra/special_tokens_map.json +30 -0
- models/Baichuan-13B-Chat-lyra/tokenizer.model +3 -0
- models/Baichuan-13B-Chat-lyra/tokenizer_config.json +46 -0
- models/Baichuan-7B-lyra/1-gpu-fp16.bin +3 -0
- models/Baichuan-7B-lyra/config.ini +14 -0
- models/Baichuan-7B-lyra/config.json +26 -0
- models/Baichuan-7B-lyra/special_tokens_map.json +23 -0
- models/Baichuan-7B-lyra/tokenizer.model +3 -0
- models/Baichuan-7B-lyra/tokenizer_config.json +35 -0
README.md
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language: en
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tags:
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- LLM
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-
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- Baichuan-13B-base
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- Baichuan-13B-chat
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- Baichuan2-7B-base
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- Baichuan2-13B-base
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- Baichuan2-7B-chat
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- Baichuan2-13B-chat
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---
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## Model Card for lyraBaichuan
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lyraBaichuan is currently the **fastest Baichuan models** (Baichuan-7B, Baichuan-13B, Baichuan2-7B, Baichuan2-13B) available. The inference speed of lyraBaichuan has achieved up to **4300+ tokens/s** on A100, up to **2.4x** acceleration upon the torch version.
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We use the Baichuan2-7B-Base and Baichuan2-13B-Base model for measurement, but this optimized inference is also applicable to other Baichuan models, including Baichuan-7B and Baichuan-13B.
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## Speed
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* Evaluated at tokens/s
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language: en
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tags:
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- LLM
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- baichuan
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---
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## Special Notes
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We have released **7 Baichuan models of lyra version** including Baichuan-7B, Baichuan-13B-Base, Baichuan-13B-Chat, Baichuan2-7B-Base, Baichuan2-7B-Chat, Baichuan2-13B-Base and Baichuan2-13B-Chat.
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These highly optimized Baichuan models are suitable for Ampere (A100/A10) as well as Volta (V100).
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If you like our work and consider to join us, feel free to drop a line at benbinwu@tencent.com.
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## Model Card for lyraBaichuan
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lyraBaichuan is currently the **fastest Baichuan models** (Baichuan-7B, Baichuan-13B, Baichuan2-7B, Baichuan2-13B) available. The inference speed of lyraBaichuan has achieved up to **4300+ tokens/s** on A100, up to **2.4x** acceleration upon the torch version.
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We use the Baichuan2-7B-Base and Baichuan2-13B-Base model for measurement, but this optimized inference is also applicable to other Baichuan models, including Baichuan-7B and Baichuan-13B.
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We already
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## Speed
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* Evaluated at tokens/s
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models/Baichuan-13B-Base-lyra/1-gpu-fp16.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:7e245813be16016ff8650562cecf38d4da489a03aaa70fa70bd337f77dc608af
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size 26529802240
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models/Baichuan-13B-Base-lyra/config.ini
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[baichuan]
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model_name = Baichuan_13B_base
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head_num = 40
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size_per_head = 128
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inter_size = 13696
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num_layer = 40
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rotary_embedding = 128
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layernorm_eps = 1e-06
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vocab_size = 64000
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start_id = 1
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end_id = 2
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tensor_para_size = 1
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weight_data_type = fp16
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models/Baichuan-13B-Base-lyra/config.json
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{
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"_from_model_config": true,
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"architectures": [
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"BaichuanForCausalLM"
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],
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"auto_map": {
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"AutoConfig": "configuration_baichuan.BaichuanConfig",
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"AutoModelForCausalLM": "modeling_baichuan.BaichuanForCausalLM"
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},
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"bos_token_id": 1,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"hidden_act": "silu",
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"hidden_size": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 13696,
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"model_max_length": 4096,
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"model_type": "baichuan",
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"num_attention_heads": 40,
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"num_hidden_layers": 40,
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"pad_token_id": 0,
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"rms_norm_eps": 1e-06,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.29.2",
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"use_cache": true,
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"vocab_size": 64000
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}
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models/Baichuan-13B-Base-lyra/special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"pad_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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}
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}
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models/Baichuan-13B-Base-lyra/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7d1ab69d25c74644af5c5e4dcd1cc6e96d33783dbd257b6bdea55b643c72813
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size 1136765
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models/Baichuan-13B-Base-lyra/tokenizer_config.json
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{
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"add_bos_token": false,
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"add_eos_token": false,
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"auto_map": {
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"AutoTokenizer": [
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"tokenization_baichuan.BaichuanTokenizer",
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null
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]
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},
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"bos_token": {
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"__type": "AddedToken",
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"clean_up_tokenization_spaces": false,
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"eos_token": {
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"__type": "AddedToken",
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"model_max_length": 4096,
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"pad_token": {
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"__type": "AddedToken",
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"sp_model_kwargs": {},
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"tokenizer_class": "BaichuanTokenizer",
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"unk_token": {
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"__type": "AddedToken",
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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}
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}
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models/Baichuan-13B-Chat-lyra/1-gpu-fp16.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:543d19789cfb1c11dc7b7002c0422ca69ef3f75fd6b70aefebacac232e1fcea4
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size 26529802240
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models/Baichuan-13B-Chat-lyra/config.ini
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[baichuan]
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model_name = Baichuan_13B_chat
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head_num = 40
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size_per_head = 128
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inter_size = 13696
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num_layer = 40
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rotary_embedding = 128
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layernorm_eps = 1e-06
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vocab_size = 64000
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start_id = 1
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end_id = 2
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tensor_para_size = 1
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weight_data_type = fp16
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models/Baichuan-13B-Chat-lyra/config.json
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{
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"_from_model_config": true,
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"_name_or_path": "baichuan-inc/Baichuan-13B-Chat",
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"architectures": [
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"BaichuanForCausalLM"
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],
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"auto_map": {
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"AutoConfig": "configuration_baichuan.BaichuanConfig",
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"AutoModelForCausalLM": "modeling_baichuan.BaichuanForCausalLM"
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},
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 13696,
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"model_max_length": 4096,
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"model_type": "baichuan",
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"num_attention_heads": 40,
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"num_hidden_layers": 40,
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"pad_token_id": 0,
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"rms_norm_eps": 1e-06,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.29.2",
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"use_cache": true,
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"vocab_size": 64000
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}
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models/Baichuan-13B-Chat-lyra/special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"pad_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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}
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}
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models/Baichuan-13B-Chat-lyra/tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:f7d1ab69d25c74644af5c5e4dcd1cc6e96d33783dbd257b6bdea55b643c72813
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size 1136765
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models/Baichuan-13B-Chat-lyra/tokenizer_config.json
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{
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"add_bos_token": false,
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"add_eos_token": false,
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"auto_map": {
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"AutoTokenizer": [
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"tokenization_baichuan.BaichuanTokenizer",
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null
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]
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},
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"bos_token": {
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"__type": "AddedToken",
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": true
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},
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"clean_up_tokenization_spaces": false,
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"eos_token": {
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"__type": "AddedToken",
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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+
"rstrip": false,
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"single_word": true
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},
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"model_max_length": 4096,
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"pad_token": {
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"__type": "AddedToken",
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+
"content": "<unk>",
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+
"lstrip": false,
|
32 |
+
"normalized": true,
|
33 |
+
"rstrip": false,
|
34 |
+
"single_word": true
|
35 |
+
},
|
36 |
+
"sp_model_kwargs": {},
|
37 |
+
"tokenizer_class": "BaichuanTokenizer",
|
38 |
+
"unk_token": {
|
39 |
+
"__type": "AddedToken",
|
40 |
+
"content": "<unk>",
|
41 |
+
"lstrip": false,
|
42 |
+
"normalized": true,
|
43 |
+
"rstrip": false,
|
44 |
+
"single_word": true
|
45 |
+
}
|
46 |
+
}
|
models/Baichuan-7B-lyra/1-gpu-fp16.bin
ADDED
@@ -0,0 +1,3 @@
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|
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|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:4e4ff9e052a29342b91cf4f0f0ef305ae72a6cf62ca8a35c0d0c367c2d8e296b
|
3 |
+
size 14001119232
|
models/Baichuan-7B-lyra/config.ini
ADDED
@@ -0,0 +1,14 @@
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|
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|
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|
|
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|
1 |
+
[baichuan]
|
2 |
+
model_name = Baichuan_7B
|
3 |
+
head_num = 32
|
4 |
+
size_per_head = 128
|
5 |
+
inter_size = 11008
|
6 |
+
num_layer = 32
|
7 |
+
rotary_embedding = 128
|
8 |
+
layernorm_eps = 1e-06
|
9 |
+
vocab_size = 64000
|
10 |
+
start_id = 1
|
11 |
+
end_id = 2
|
12 |
+
tensor_para_size = 1
|
13 |
+
weight_data_type = fp16
|
14 |
+
|
models/Baichuan-7B-lyra/config.json
ADDED
@@ -0,0 +1,26 @@
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|
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|
|
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|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"BaiChuanForCausalLM"
|
4 |
+
],
|
5 |
+
"auto_map": {
|
6 |
+
"AutoConfig": "configuration_baichuan.BaiChuanConfig",
|
7 |
+
"AutoModelForCausalLM": "modeling_baichuan.BaiChuanForCausalLM"
|
8 |
+
},
|
9 |
+
"bos_token_id": 1,
|
10 |
+
"eos_token_id": 2,
|
11 |
+
"hidden_act": "silu",
|
12 |
+
"hidden_size": 4096,
|
13 |
+
"initializer_range": 0.02,
|
14 |
+
"intermediate_size": 11008,
|
15 |
+
"max_position_embeddings": 4096,
|
16 |
+
"model_type": "baichuan",
|
17 |
+
"num_attention_heads": 32,
|
18 |
+
"num_hidden_layers": 32,
|
19 |
+
"pad_token_id": 0,
|
20 |
+
"rms_norm_eps": 1e-06,
|
21 |
+
"tie_word_embeddings": false,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.29.1",
|
24 |
+
"use_cache": true,
|
25 |
+
"vocab_size": 64000
|
26 |
+
}
|
models/Baichuan-7B-lyra/special_tokens_map.json
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": true,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": true,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"unk_token": {
|
17 |
+
"content": "<unk>",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": true,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
}
|
23 |
+
}
|
models/Baichuan-7B-lyra/tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:4be54af290d93c113bcbf421115ae9eed9d6340408f564898f1e966dc738ef01
|
3 |
+
size 1136699
|
models/Baichuan-7B-lyra/tokenizer_config.json
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"auto_map": {
|
3 |
+
"AutoTokenizer": ["tokenization_baichuan.BaiChuanTokenizer", null]
|
4 |
+
},
|
5 |
+
"add_bos_token": false,
|
6 |
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"add_eos_token": false,
|
7 |
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"bos_token": {
|
8 |
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"__type": "AddedToken",
|
9 |
+
"content": "<s>",
|
10 |
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"lstrip": false,
|
11 |
+
"normalized": true,
|
12 |
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"rstrip": false,
|
13 |
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"single_word": false
|
14 |
+
},
|
15 |
+
"clean_up_tokenization_spaces": false,
|
16 |
+
"eos_token": {
|
17 |
+
"__type": "AddedToken",
|
18 |
+
"content": "</s>",
|
19 |
+
"lstrip": false,
|
20 |
+
"normalized": true,
|
21 |
+
"rstrip": false,
|
22 |
+
"single_word": false
|
23 |
+
},
|
24 |
+
"model_max_length": 1000000000000000019884624838656,
|
25 |
+
"sp_model_kwargs": {},
|
26 |
+
"tokenizer_class": "BaiChuanTokenizer",
|
27 |
+
"unk_token": {
|
28 |
+
"__type": "AddedToken",
|
29 |
+
"content": "<unk>",
|
30 |
+
"lstrip": false,
|
31 |
+
"normalized": true,
|
32 |
+
"rstrip": false,
|
33 |
+
"single_word": false
|
34 |
+
}
|
35 |
+
}
|