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Model: EthanGao123/CellHermes-v1.0 Source: Original Platform
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README.md
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README.md
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---
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license: llama3.1
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language:
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- en
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base_model:
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- meta-llama/Llama-3.1-8B-Instruct
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pipeline_tag: feature-extraction
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library_name: transformers
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tags:
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- biology
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- omics
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- bio-reasoning
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- scRNA-seq
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- PPI
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---
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# Overview
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This is the CellHermes model, based on the LLaMA-3.1-8B-instruct architecture developed by Meta,
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fine-tuned using single-cell RNA sequencing (scRNA-seq) datasets from CellxGene
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and PPI network from BioGRID. CellHermes is an innovative framework for adapting existing large language models (LLMs) to
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omics data by transforming various omics data into natural language. This transformation enables LLMs to leverage their powerful understanding and reasoning capabilities for
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various omics tasks, including perturbation prediction, cell fitness prediction, gene-disease association classification, etc.
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# Training Data
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This model was trained on over 0.2 million human transcriptome instruction data and 0.2 million PPI network datasets
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from CellxGene and BioGRID. This dataset covers a broad range of cell types and conditions
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from multiple tissues in both human.
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# Tasks
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This model is designed for:
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- Omics data understanding.
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# CellHermes Links
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- GitHub: https://github.com/theislab/CellHermes
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- Paper:
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# LLaMa-3.1-8B-Instruct Links
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- Paper: https://arxiv.org/abs/2407.21783
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- Hugging Face: https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct
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config.json
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config.json
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{
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"_name_or_path": "/home/gaoyicheng/download_tools/LLaMA-Factory/LLMs/Meta-Llama-3.1-8B-Instruct",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 128000,
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"eos_token_id": [
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128001,
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128008,
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128009
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],
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 8,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.2",
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"use_cache": true,
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"vocab_size": 128256
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}
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generation_config.json
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"temperature": 0.6,
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"transformers_version": "4.45.2"
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}
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"model.layers.5.post_attention_layernorm.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.5.self_attn.k_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.5.self_attn.o_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.5.self_attn.q_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.5.self_attn.v_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.6.input_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.6.mlp.down_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.6.mlp.gate_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.6.mlp.up_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.6.post_attention_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.6.self_attn.k_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.6.self_attn.o_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.6.self_attn.q_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.6.self_attn.v_proj.weight": "model-00002-of-00009.safetensors",
|
||||||
|
"model.layers.7.input_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.mlp.down_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.mlp.gate_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.mlp.up_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.post_attention_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.self_attn.k_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.self_attn.o_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.self_attn.q_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.7.self_attn.v_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.input_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.mlp.down_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.mlp.gate_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.mlp.up_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.post_attention_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.self_attn.k_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.self_attn.o_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.self_attn.q_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.8.self_attn.v_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.input_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.mlp.down_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.mlp.gate_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.mlp.up_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.post_attention_layernorm.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.self_attn.k_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.self_attn.o_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.self_attn.q_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.layers.9.self_attn.v_proj.weight": "model-00003-of-00009.safetensors",
|
||||||
|
"model.norm.weight": "model-00008-of-00009.safetensors"
|
||||||
|
}
|
||||||
|
}
|
||||||
17
special_tokens_map.json
Normal file
17
special_tokens_map.json
Normal file
@@ -0,0 +1,17 @@
|
|||||||
|
{
|
||||||
|
"bos_token": {
|
||||||
|
"content": "<|begin_of_text|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"eos_token": {
|
||||||
|
"content": "<|eot_id|>",
|
||||||
|
"lstrip": false,
|
||||||
|
"normalized": false,
|
||||||
|
"rstrip": false,
|
||||||
|
"single_word": false
|
||||||
|
},
|
||||||
|
"pad_token": "<|eot_id|>"
|
||||||
|
}
|
||||||
BIN
tokenizer.json
(Stored with Git LFS)
Normal file
BIN
tokenizer.json
(Stored with Git LFS)
Normal file
Binary file not shown.
2065
tokenizer_config.json
Normal file
2065
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user