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Model: Azure99/blossom-v3_1-yi-34b Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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datasets:
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- Azure99/blossom-chat-v1
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- Azure99/blossom-math-v2
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- Azure99/blossom-wizard-v1
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- Azure99/blossom-orca-v1
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language:
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- zh
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- en
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---
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# **BLOSSOM-v3.1-yi-34b**
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[💻Github](https://github.com/Azure99/BlossomLM) • [🚀Blossom Chat Demo](https://blossom-chat.com/)
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### Introduction
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Blossom is a conversational large language model, fine-tuned on the Blossom Orca/Wizard/Chat/Math mixed dataset based on the Yi-34B pre-trained model. Blossom possesses robust general capabilities and context comprehension. Additionally, the high-quality Chinese and English datasets used for training have been made open source.
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Training was conducted in two stages. The first stage used 100K Wizard, 100K Orca single-turn instruction datasets, training for 1 epoch; the second stage used a 2K Blossom math reasoning dataset, 50K Blossom chat multi-turn dialogue dataset, and 1% randomly sampled data from the first stage, training for 3 epochs.
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### Inference
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Inference is performed in the form of dialogue continuation.
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Single-turn dialogue
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```
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A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
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|Human|: hello
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|Bot|:
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```
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Multi-turn dialogue
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```
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A chat between a human and an artificial intelligence bot. The bot gives helpful, detailed, and polite answers to the human's questions.
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|Human|: hello
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|Bot|: Hello! How can I assist you today?<|endoftext|>
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|Human|: Generate a random number using python
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|Bot|:
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```
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Note: At the end of the Bot's output in the historical conversation, append a `<|endoftext|>`.
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config.json
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config.json
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{
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"_name_or_path": "/mnt/output/yi-34b_3_1-stage1",
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"architectures": [
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"LlamaForCausalLM"
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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": 7168,
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"initializer_range": 0.02,
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"intermediate_size": 20480,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 56,
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"num_hidden_layers": 60,
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"num_key_value_heads": 8,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 5000000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.33.2",
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"use_cache": true,
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"vocab_size": 64000
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}
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generation_config.json
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"transformers_version": "4.33.2"
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}
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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||||||
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|
||||||
|
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|
||||||
|
}
|
||||||
|
}
|
||||||
6
special_tokens_map.json
Normal file
6
special_tokens_map.json
Normal file
@@ -0,0 +1,6 @@
|
|||||||
|
{
|
||||||
|
"bos_token": "<|startoftext|>",
|
||||||
|
"eos_token": "<|endoftext|>",
|
||||||
|
"pad_token": "<unk>",
|
||||||
|
"unk_token": "<unk>"
|
||||||
|
}
|
||||||
174161
tokenizer.json
Normal file
174161
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
3
tokenizer.model
Normal file
3
tokenizer.model
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:386c49cf943d71aa110361135338c50e38beeff0a66593480421f37b319e1a39
|
||||||
|
size 1033105
|
||||||
14
tokenizer_config.json
Normal file
14
tokenizer_config.json
Normal file
@@ -0,0 +1,14 @@
|
|||||||
|
{
|
||||||
|
"bos_token": "<|startoftext|>",
|
||||||
|
"clean_up_tokenization_spaces": false,
|
||||||
|
"eos_token": "<|endoftext|>",
|
||||||
|
"legacy": true,
|
||||||
|
"model_max_length": 4096,
|
||||||
|
"pad_token": "<unk>",
|
||||||
|
"padding_side": "left",
|
||||||
|
"sp_model_kwargs": {},
|
||||||
|
"split_special_tokens": false,
|
||||||
|
"tokenizer_class": "LlamaTokenizer",
|
||||||
|
"unk_token": "<unk>",
|
||||||
|
"use_default_system_prompt": true
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user