初始化项目，由ModelHub XC社区提供模型
Model: solidrust/CerebrumDolphin-2.0-Mistral-7B-v0.2-AWQ Source: Original Platform
This commit is contained in:
ModelHub XC
35
.gitattributes
vendored
Normal file
35
.gitattributes
vendored
Normal 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
|
||||
120
README.md
Normal file
120
README.md
Normal file
@@ -0,0 +1,120 @@
|
||||
---
|
||||
base_model: Locutusque/CerebrumDolphin-2.0-Mistral-7B-v0.2
|
||||
inference: false
|
||||
language:
|
||||
- en
|
||||
license: apache-2.0
|
||||
merged_models:
|
||||
- cognitivecomputations/dolphin-2.8-mistral-7b-v02
|
||||
- Locutusque/OpenCerebrum-2.0-7B
|
||||
model_creator: hydra-project
|
||||
model_name: CerebrumDolphin-2.0-Mistral-7B-v0.2
|
||||
model_type: mistral
|
||||
pipeline_tag: text-generation
|
||||
prompt_template: '<|im_start|>system
|
||||
|
||||
{system_message}<|im_end|>
|
||||
|
||||
<|im_start|>user
|
||||
|
||||
{prompt}<|im_end|>
|
||||
|
||||
<|im_start|>assistant
|
||||
|
||||
'
|
||||
quantized_by: Suparious
|
||||
tags:
|
||||
- mergekit
|
||||
- merge
|
||||
- quantized
|
||||
- 4-bit
|
||||
- AWQ
|
||||
- text-generation
|
||||
- autotrain_compatible
|
||||
- endpoints_compatible
|
||||
- chatml
|
||||
---
|
||||
# hydra-project/CerebrumDolphin-2.0-Mistral-7B-v0.2 AWQ
|
||||
|
||||
- Model creator: [hydra-project](https://huggingface.co/hydra-project)
|
||||
- Original model: [CerebrumDolphin-2.0-Mistral-7B-v0.2](https://huggingface.co/Locutusque/CerebrumDolphin-2.0-Mistral-7B-v0.2)
|
||||
|
||||
## Model Summary
|
||||
|
||||
This model was merged using the SLERP merge method.
|
||||
|
||||
The following models were included in the merge:
|
||||
* [cognitivecomputations/dolphin-2.8-mistral-7b-v02](https://huggingface.co/cognitivecomputations/dolphin-2.8-mistral-7b-v02)
|
||||
* [Locutusque/OpenCerebrum-2.0-7B](https://huggingface.co/Locutusque/OpenCerebrum-2.0-7B)
|
||||
|
||||
## How to use
|
||||
|
||||
### Install the necessary packages
|
||||
|
||||
```bash
|
||||
pip install --upgrade autoawq autoawq-kernels
|
||||
```
|
||||
|
||||
### Example Python code
|
||||
|
||||
```python
|
||||
from awq import AutoAWQForCausalLM
|
||||
from transformers import AutoTokenizer, TextStreamer
|
||||
|
||||
model_path = "solidrust/CerebrumDolphin-2.0-Mistral-7B-v0.2-AWQ"
|
||||
system_message = "You are Hyperion, incarnated as a powerful AI."
|
||||
|
||||
# Load model
|
||||
model = AutoAWQForCausalLM.from_quantized(model_path,
|
||||
fuse_layers=True)
|
||||
tokenizer = AutoTokenizer.from_pretrained(model_path,
|
||||
trust_remote_code=True)
|
||||
streamer = TextStreamer(tokenizer,
|
||||
skip_prompt=True,
|
||||
skip_special_tokens=True)
|
||||
|
||||
# Convert prompt to tokens
|
||||
prompt_template = """\
|
||||
<|im_start|>system
|
||||
{system_message}<|im_end|>
|
||||
<|im_start|>user
|
||||
{prompt}<|im_end|>
|
||||
<|im_start|>assistant"""
|
||||
|
||||
prompt = "You're standing on the surface of the Earth. "\
|
||||
"You walk one mile south, one mile west and one mile north. "\
|
||||
"You end up exactly where you started. Where are you?"
|
||||
|
||||
tokens = tokenizer(prompt_template.format(system_message=system_message,prompt=prompt),
|
||||
return_tensors='pt').input_ids.cuda()
|
||||
|
||||
# Generate output
|
||||
generation_output = model.generate(tokens,
|
||||
streamer=streamer,
|
||||
max_new_tokens=512)
|
||||
|
||||
```
|
||||
|
||||
### About AWQ
|
||||
|
||||
AWQ is an efficient, accurate and blazing-fast low-bit weight quantization method, currently supporting 4-bit quantization. Compared to GPTQ, it offers faster Transformers-based inference with equivalent or better quality compared to the most commonly used GPTQ settings.
|
||||
|
||||
AWQ models are currently supported on Linux and Windows, with NVidia GPUs only. macOS users: please use GGUF models instead.
|
||||
|
||||
It is supported by:
|
||||
|
||||
- [Text Generation Webui](https://github.com/oobabooga/text-generation-webui) - using Loader: AutoAWQ
|
||||
- [vLLM](https://github.com/vllm-project/vllm) - version 0.2.2 or later for support for all model types.
|
||||
- [Hugging Face Text Generation Inference (TGI)](https://github.com/huggingface/text-generation-inference)
|
||||
- [Transformers](https://huggingface.co/docs/transformers) version 4.35.0 and later, from any code or client that supports Transformers
|
||||
- [AutoAWQ](https://github.com/casper-hansen/AutoAWQ) - for use from Python code
|
||||
|
||||
## Prompt template: ChatML
|
||||
|
||||
```plaintext
|
||||
<|im_start|>system
|
||||
{system_message}<|im_end|>
|
||||
<|im_start|>user
|
||||
{prompt}<|im_end|>
|
||||
<|im_start|>assistant
|
||||
```
|
||||
34
config.json
Normal file
34
config.json
Normal file
@@ -0,0 +1,34 @@
|
||||
{
|
||||
"_name_or_path": "/home/shaun/.cache/huggingface/hub/models--hydra-project--CerebrumDolphin-2.0-Mistral-7B-v0.2/snapshots/4319afc076193a2dc66c3aecb4989c7951654a73",
|
||||
"architectures": [
|
||||
"MistralForCausalLM"
|
||||
],
|
||||
"attention_dropout": 0.0,
|
||||
"bos_token_id": 1,
|
||||
"eos_token_id": 2,
|
||||
"hidden_act": "silu",
|
||||
"hidden_size": 4096,
|
||||
"initializer_range": 0.02,
|
||||
"intermediate_size": 14336,
|
||||
"max_position_embeddings": 32768,
|
||||
"model_type": "mistral",
|
||||
"num_attention_heads": 32,
|
||||
"num_hidden_layers": 32,
|
||||
"num_key_value_heads": 8,
|
||||
"quantization_config": {
|
||||
"bits": 4,
|
||||
"group_size": 128,
|
||||
"modules_to_not_convert": null,
|
||||
"quant_method": "awq",
|
||||
"version": "gemm",
|
||||
"zero_point": true
|
||||
},
|
||||
"rms_norm_eps": 1e-05,
|
||||
"rope_theta": 1000000.0,
|
||||
"sliding_window": null,
|
||||
"tie_word_embeddings": false,
|
||||
"torch_dtype": "float16",
|
||||
"transformers_version": "4.38.2",
|
||||
"use_cache": false,
|
||||
"vocab_size": 32000
|
||||
}
|
||||
8
generation_config.json
Normal file
8
generation_config.json
Normal file
@@ -0,0 +1,8 @@
|
||||
{
|
||||
"_from_model_config": true,
|
||||
"bos_token_id": 1,
|
||||
"do_sample": true,
|
||||
"eos_token_id": 2,
|
||||
"transformers_version": "4.38.2",
|
||||
"use_cache": false
|
||||
}
|
||||
3
model.safetensors
Normal file
3
model.safetensors
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:4a837a6b39a43349545995f0a05f19fdee95764bd6c508e15e3e28568e764740
|
||||
size 4150880232
|
||||
6
quant_config.json
Normal file
6
quant_config.json
Normal file
@@ -0,0 +1,6 @@
|
||||
{
|
||||
"zero_point": true,
|
||||
"q_group_size": 128,
|
||||
"w_bit": 4,
|
||||
"version": "GEMM"
|
||||
}
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"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": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"unk_token": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
42
tokenizer_config.json
Normal file
42
tokenizer_config.json
Normal file
@@ -0,0 +1,42 @@
|
||||
{
|
||||
"add_bos_token": true,
|
||||
"add_eos_token": false,
|
||||
"add_prefix_space": true,
|
||||
"added_tokens_decoder": {
|
||||
"0": {
|
||||
"content": "<unk>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"1": {
|
||||
"content": "<s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
},
|
||||
"2": {
|
||||
"content": "</s>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false,
|
||||
"special": true
|
||||
}
|
||||
},
|
||||
"bos_token": "<s>",
|
||||
"clean_up_tokenization_spaces": false,
|
||||
"eos_token": "</s>",
|
||||
"legacy": true,
|
||||
"model_max_length": 1000000000000000019884624838656,
|
||||
"pad_token": "</s>",
|
||||
"sp_model_kwargs": {},
|
||||
"spaces_between_special_tokens": false,
|
||||
"tokenizer_class": "LlamaTokenizer",
|
||||
"unk_token": "<unk>",
|
||||
"use_default_system_prompt": false
|
||||
}
|
||||
Reference in New Issue
Block a user