ChengsenWang/ChatTime-1-7B-Chat
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: ChengsenWang/ChatTime-1-7B-Chat
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-14 05:11:42 +08:00
commit 638b63c52f
13 changed files with 90614 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

35
.gitattributes vendored Normal file
View File

@@ -0,0 +1,35 @@
*.7z filter=lfs diff=lfs merge=lfs -text
*.arrow filter=lfs diff=lfs merge=lfs -text
*.bin filter=lfs diff=lfs merge=lfs -text
*.bz2 filter=lfs diff=lfs merge=lfs -text
*.ckpt filter=lfs diff=lfs merge=lfs -text
*.ftz filter=lfs diff=lfs merge=lfs -text
*.gz filter=lfs diff=lfs merge=lfs -text
*.h5 filter=lfs diff=lfs merge=lfs -text
*.joblib filter=lfs diff=lfs merge=lfs -text
*.lfs.* filter=lfs diff=lfs merge=lfs -text
*.mlmodel filter=lfs diff=lfs merge=lfs -text
*.model filter=lfs diff=lfs merge=lfs -text
*.msgpack filter=lfs diff=lfs merge=lfs -text
*.npy filter=lfs diff=lfs merge=lfs -text
*.npz filter=lfs diff=lfs merge=lfs -text
*.onnx filter=lfs diff=lfs merge=lfs -text
*.ot filter=lfs diff=lfs merge=lfs -text
*.parquet filter=lfs diff=lfs merge=lfs -text
*.pb filter=lfs diff=lfs merge=lfs -text
*.pickle filter=lfs diff=lfs merge=lfs -text
*.pkl filter=lfs diff=lfs merge=lfs -text
*.pt filter=lfs diff=lfs merge=lfs -text
*.pth filter=lfs diff=lfs merge=lfs -text
*.rar filter=lfs diff=lfs merge=lfs -text
*.safetensors filter=lfs diff=lfs merge=lfs -text
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
*.tar.* filter=lfs diff=lfs merge=lfs -text
*.tar filter=lfs diff=lfs merge=lfs -text
*.tflite filter=lfs diff=lfs merge=lfs -text
*.tgz filter=lfs diff=lfs merge=lfs -text
*.wasm filter=lfs diff=lfs merge=lfs -text
*.xz filter=lfs diff=lfs merge=lfs -text
*.zip filter=lfs diff=lfs merge=lfs -text
*.zst filter=lfs diff=lfs merge=lfs -text
*tfevents* filter=lfs diff=lfs merge=lfs -text

150
README.md Normal file
View File

@@ -0,0 +1,150 @@
---
license: apache-2.0
datasets:
- ChengsenWang/ChatTime-1-Finetune-100K
base_model:
- ChengsenWang/ChatTime-1-7B-Base
tags:
- time-series
- pretrained-model
- foundation-model
- multimodality
- multimodal-time-series-foundation-model
pipeline_tag: time-series-forecasting
---
# ChatTime: A Multimodal Time Series Foundation Model
## ✨ Introduction
In this paper, we innovatively model time series as a foreign language and construct ChatTime, a unified framework for time series and text processing. As an out-of-the-box multimodal time series foundation model, ChatTime provides zero-shot forecasting capability and supports bimodal input/output for both time series and text. We design a series of experiments to verify the superior performance of ChatTime across multiple tasks and scenarios, and create four multimodal datasets to address data gaps. The experimental results demonstrate the potential and utility of ChatTime.
As depicted in Figure 1(c), during the instruction fine-tuning stage, we fine-tune [ChengsenWang/ChatTime-1-7B-Base](https://huggingface.co/ChengsenWang/ChatTime-1-7B-Base) on [ChengsenWang/ChatTime-1-Finetune-100K](https://huggingface.co/datasets/ChengsenWang/ChatTime-1-Finetune-100K), yielding [ChengsenWang/ChatTime-1-7B-Chat](https://huggingface.co/ChengsenWang/ChatTime-1-7B-Chat).
For details on ChatTime models, training data and procedures, and experimental results, please refer to the [arXiv](https://arxiv.org/abs/2412.11376).
![](architecture.png)
## 📈 Usage
We present three minimal examples showing how to perform the multimodal time series analysis using the ChatTime model. The detailed code is available in the [Github](https://github.com/ForestsKing/ChatTime).
### Zero-Shot Time Series Forecasting
```python
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from model.model import ChatTime
dataset = "Traffic"
hist_len = 120
pred_len = 24
model_path = "ChengsenWang/ChatTime-1-7B-Chat"
df = pd.read_csv(f"./dataset/{dataset}.csv")
hist_data = np.array(df["Hist"].apply(eval).values.tolist())[:, -hist_len:][0]
pred_data = np.array(df["Pred"].apply(eval).values.tolist())[:, :pred_len][0]
model = ChatTime(hist_len=hist_len, pred_len=pred_len, model_path=model_path)
out = model.predict(hist_data)
hist_x = np.linspace(0, hist_len-1, hist_len)
pred_x = np.linspace(hist_len, hist_len+pred_len-1, pred_len)
plt.figure(figsize=(8, 2), dpi=500)
plt.plot(hist_x, hist_data, color='#000000')
plt.plot(pred_x, pred_data, color='#000000', label='true')
plt.plot(pred_x, out, color='#FF7F0E', label='pred')
plt.axvline(hist_len, color='red')
plt.legend(loc="upper left")
plt.show()
```
### Context-Guided Time Series Forecasting
```python
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from model.model import ChatTime
dataset = "PTF"
hist_len = 120
pred_len = 24
model_path = "ChengsenWang/ChatTime-1-7B-Chat"
df = pd.read_csv(f"./dataset/{dataset}.csv")
hist_data = np.array(df["Hist"].apply(eval).values.tolist())[:, -hist_len:][0]
pred_data = np.array(df["Pred"].apply(eval).values.tolist())[:, :pred_len][0]
context = df["Text"].values[0]
model = ChatTime(hist_len=hist_len, pred_len=pred_len, model_path=model_path)
out_text = model.predict(hist_data, context)
out = model.predict(hist_data)
hist_x = np.linspace(0, hist_len-1, hist_len)
pred_x = np.linspace(hist_len, hist_len+pred_len-1, pred_len)
plt.figure(figsize=(8, 2), dpi=500)
plt.plot(hist_x, hist_data, color='#000000')
plt.plot(pred_x, pred_data, color='#000000', label='true')
plt.plot(pred_x, out_text, color='#FF7F0E', label='pred_text')
plt.plot(pred_x, out, color='#1F77B4', label='pred')
plt.axvline(hist_len, color='red')
plt.legend(loc="upper left")
plt.show()
```
### Time Series Question Answering
```python
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from model.model import ChatTime
dataset = "TSQA"
model_path = "ChengsenWang/ChatTime-1-7B-Chat"
df = pd.read_csv(f"./dataset/{dataset}.csv")
series = np.array(df["Series"].apply(eval).values.tolist())[0]
question = df["Question"].values[0]
answer = df["Answer"].values[0]
model = ChatTime(model_path=model_path)
out = model.analyze(question, series)
plt.figure(figsize=(8, 2), dpi=500)
plt.plot(series, color='#000000')
plt.show()
print(question)
print(f"\n{out} / {answer}\n")
```
## 📝 Citation
If you find this repo or our work useful for your research, please consider citing the paper:
```tex
@inproceedings{
author = {Chengsen Wang and Qi Qi and Jingyu Wang and Haifeng Sun and Zirui Zhuang and Jinming Wu and Lei Zhang and Jianxin Liao},
title = {ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {2025},
}
```
## 📪 Contact
If you have any question, please contact [cswang@bupt.edu.cn]().

10003
added_tokens.json Normal file
View File

File diff suppressed because it is too large Load Diff

BIN
architecture.png Normal file
View File

Binary file not shown.
Side by Side

After

Width:  |  Height:  |  Size: 302 KiB

31
config.json Normal file
View File

@@ -0,0 +1,31 @@
{
"_name_or_path": "ChatTime-1-7B-Chat",
"architectures": [
"LlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 1,
"eos_token_id": 2,
"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
"intermediate_size": 11008,
"max_position_embeddings": 4096,
"mlp_bias": false,
"model_type": "llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 32,
"pad_token_id": 0,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_scaling": null,
"rope_theta": 10000.0,
"tie_word_embeddings": false,
"torch_dtype": "bfloat16",
"transformers_version": "4.41.1",
"unsloth_version": "2024.5",
"use_cache": true,
"vocab_size": 42001
}

10
generation_config.json Normal file
View File

@@ -0,0 +1,10 @@
{
"bos_token_id": 1,
"do_sample": true,
"eos_token_id": 2,
"max_length": 4096,
"pad_token_id": 0,
"temperature": 0.6,
"top_p": 0.9,
"transformers_version": "4.41.1"
}

3
model-00001-of-00003.safetensors Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:edf3f715a2cb4e9575fcd6ec8aa5ffea03d609cfb611e0aafcde9333328f44c0
size 4930735896

3
model-00002-of-00003.safetensors Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7143de1891826121265ead8ce049fba48d74cd0240338a67f85577986c0c75cf
size 4947390888

3
model-00003-of-00003.safetensors Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a0e745422f2e7bdbd292fe8ba9484577bcb2059e9ed31c8da5fe5eabc742e623
size 3762594664

298
model.safetensors.index.json Normal file
View File

@@ -0,0 +1,298 @@
{
"metadata": {
"total_size": 13640687616
},
"weight_map": {
"lm_head.weight": "model-00003-of-00003.safetensors",
"model.embed_tokens.weight": "model-00001-of-00003.safetensors",
"model.layers.0.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.0.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.0.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.0.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.0.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.0.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.0.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.0.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.0.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.1.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.1.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.1.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.10.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.10.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.10.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.11.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.11.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.11.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.11.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.11.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.11.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.11.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.11.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.11.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.12.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.12.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.12.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.12.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.12.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.12.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.12.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.12.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.12.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.13.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.13.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.13.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.14.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.14.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.14.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.15.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.15.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.15.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.16.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.16.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.16.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.17.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.17.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.17.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.18.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.18.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.18.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.19.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.19.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.19.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.2.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.2.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.2.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.2.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.2.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.2.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.2.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.2.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.2.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.20.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.20.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.20.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.20.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.20.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.20.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.20.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.20.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.20.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.21.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.21.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.21.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.input_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.22.mlp.down_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.mlp.up_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.post_attention_layernorm.weight": "model-00002-of-00003.safetensors",
"model.layers.22.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.22.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.23.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.23.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.23.mlp.gate_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.23.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.23.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.23.self_attn.k_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.23.self_attn.o_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.23.self_attn.q_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.23.self_attn.v_proj.weight": "model-00002-of-00003.safetensors",
"model.layers.24.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.24.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.24.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.24.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.24.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.24.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.24.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.24.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.24.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.25.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.25.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.25.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.26.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.26.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.26.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.27.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.27.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.27.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.28.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.28.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.28.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.29.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.29.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.29.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.3.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.3.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.3.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.3.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.3.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.3.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.3.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.3.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.3.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.30.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.30.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.30.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.30.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.30.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.30.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.30.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.30.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.30.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.input_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.31.mlp.down_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.mlp.gate_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.mlp.up_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.post_attention_layernorm.weight": "model-00003-of-00003.safetensors",
"model.layers.31.self_attn.k_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.self_attn.o_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.self_attn.q_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.31.self_attn.v_proj.weight": "model-00003-of-00003.safetensors",
"model.layers.4.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.4.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.4.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.4.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.4.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.4.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.4.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.4.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.4.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.5.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.5.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.5.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.6.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.6.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.6.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.7.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.7.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.7.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.8.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.8.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.8.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.input_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.9.mlp.down_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.mlp.gate_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.mlp.up_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.post_attention_layernorm.weight": "model-00001-of-00003.safetensors",
"model.layers.9.self_attn.k_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.self_attn.o_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.self_attn.q_proj.weight": "model-00001-of-00003.safetensors",
"model.layers.9.self_attn.v_proj.weight": "model-00001-of-00003.safetensors",
"model.norm.weight": "model-00003-of-00003.safetensors"
}
}

24
special_tokens_map.json Normal file
View File

@@ -0,0 +1,24 @@
{
"bos_token": {
"content": "<s>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false
},
"eos_token": {
"content": "</s>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false
},
"pad_token": "</s>",
"unk_token": {
"content": "<unk>",
"lstrip": false,
"normalized": false,
"rstrip": false,
"single_word": false
}
}

BIN
tokenizer.model (Stored with Git LFS) Normal file
View File

Binary file not shown.

80051
tokenizer_config.json Normal file
View File

File diff suppressed because it is too large Load Diff