43dd48783069ac9579fff185a58bec16f6b1ddd56176e79dbe7e22669e1a0b07
Browse files- README.md +32 -0
- config.json +38 -0
- model-00029-of-00029.safetensors +3 -0
- model.safetensors.index.json +0 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +45 -0
README.md
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
base_model: rAIfle/SorcererLM-8x22b-bf16
|
3 |
+
license: apache-2.0
|
4 |
+
tags:
|
5 |
+
- mlx
|
6 |
+
---
|
7 |
+
|
8 |
+
# mlx-community/SorcererLM-8x22b-bf16
|
9 |
+
|
10 |
+
The Model [mlx-community/SorcererLM-8x22b-bf16](https://huggingface.co/mlx-community/SorcererLM-8x22b-bf16) was converted to MLX format from [rAIfle/SorcererLM-8x22b-bf16](https://huggingface.co/rAIfle/SorcererLM-8x22b-bf16) using mlx-lm version **0.19.0**.
|
11 |
+
|
12 |
+
## Use with mlx
|
13 |
+
|
14 |
+
```bash
|
15 |
+
pip install mlx-lm
|
16 |
+
```
|
17 |
+
|
18 |
+
```python
|
19 |
+
from mlx_lm import load, generate
|
20 |
+
|
21 |
+
model, tokenizer = load("mlx-community/SorcererLM-8x22b-bf16")
|
22 |
+
|
23 |
+
prompt="hello"
|
24 |
+
|
25 |
+
if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
|
26 |
+
messages = [{"role": "user", "content": prompt}]
|
27 |
+
prompt = tokenizer.apply_chat_template(
|
28 |
+
messages, tokenize=False, add_generation_prompt=True
|
29 |
+
)
|
30 |
+
|
31 |
+
response = generate(model, tokenizer, prompt=prompt, verbose=True)
|
32 |
+
```
|
config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"MixtralForCausalLM"
|
4 |
+
],
|
5 |
+
"attention_dropout": 0.0,
|
6 |
+
"bos_token_id": 1,
|
7 |
+
"eos_token_id": 2,
|
8 |
+
"hidden_act": "silu",
|
9 |
+
"hidden_size": 6144,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"intermediate_size": 16384,
|
12 |
+
"max_position_embeddings": 65536,
|
13 |
+
"model_type": "mixtral",
|
14 |
+
"num_attention_heads": 48,
|
15 |
+
"num_experts_per_tok": 2,
|
16 |
+
"num_hidden_layers": 56,
|
17 |
+
"num_key_value_heads": 8,
|
18 |
+
"num_local_experts": 8,
|
19 |
+
"output_router_logits": false,
|
20 |
+
"quantization": {
|
21 |
+
"group_size": 64,
|
22 |
+
"bits": 8
|
23 |
+
},
|
24 |
+
"quantization_config": {
|
25 |
+
"group_size": 64,
|
26 |
+
"bits": 8
|
27 |
+
},
|
28 |
+
"rms_norm_eps": 1e-05,
|
29 |
+
"rope_theta": 1000000,
|
30 |
+
"router_aux_loss_coef": 0.001,
|
31 |
+
"router_jitter_noise": 0.0,
|
32 |
+
"sliding_window": null,
|
33 |
+
"tie_word_embeddings": false,
|
34 |
+
"torch_dtype": "bfloat16",
|
35 |
+
"transformers_version": "4.45.0.dev0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 32000
|
38 |
+
}
|
model-00029-of-00029.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:78a1f82d2a2beb60e17958f9c12dd4c6182740ec183558f71fef3d575de4e7d4
|
3 |
+
size 1064571904
|
model.safetensors.index.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
special_tokens_map.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "<s>",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"eos_token": {
|
10 |
+
"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": {
|
17 |
+
"content": "<unk>",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"unk_token": {
|
24 |
+
"content": "<unk>",
|
25 |
+
"lstrip": false,
|
26 |
+
"normalized": false,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
}
|
30 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
|
3 |
+
size 493443
|
tokenizer_config.json
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"add_prefix_space": true,
|
5 |
+
"added_tokens_decoder": {
|
6 |
+
"0": {
|
7 |
+
"content": "<unk>",
|
8 |
+
"lstrip": false,
|
9 |
+
"normalized": false,
|
10 |
+
"rstrip": false,
|
11 |
+
"single_word": false,
|
12 |
+
"special": true
|
13 |
+
},
|
14 |
+
"1": {
|
15 |
+
"content": "<s>",
|
16 |
+
"lstrip": false,
|
17 |
+
"normalized": false,
|
18 |
+
"rstrip": false,
|
19 |
+
"single_word": false,
|
20 |
+
"special": true
|
21 |
+
},
|
22 |
+
"2": {
|
23 |
+
"content": "</s>",
|
24 |
+
"lstrip": false,
|
25 |
+
"normalized": false,
|
26 |
+
"rstrip": false,
|
27 |
+
"single_word": false,
|
28 |
+
"special": true
|
29 |
+
}
|
30 |
+
},
|
31 |
+
"additional_special_tokens": [],
|
32 |
+
"bos_token": "<s>",
|
33 |
+
"chat_template": "{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{{ messages[0]['content'].strip() }}{% else %}{% set loop_messages = messages %}{{ 'A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user\\'s questions.' }}{% endif %}{% for message in loop_messages %}{% if loop.index0 == 0 %}{% if message['role'] == 'system' or message['role'] == 'user' %}{{ ' USER: ' + message['content'].strip() }}{% else %}{{ ' ASSISTANT: ' + message['content'].strip() + eos_token }}{% endif %}{% else %}{% if message['role'] == 'system' or message['role'] == 'user' %}{{ '\nUSER: ' + message['content'].strip() }}{% else %}{{ ' ASSISTANT: ' + message['content'].strip() + eos_token }}{% endif %}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ ' ASSISTANT:' }}{% endif %}",
|
34 |
+
"clean_up_tokenization_spaces": false,
|
35 |
+
"eos_token": "</s>",
|
36 |
+
"legacy": true,
|
37 |
+
"model_max_length": 1000000000000000019884624838656,
|
38 |
+
"pad_token": "<unk>",
|
39 |
+
"padding_side": "right",
|
40 |
+
"sp_model_kwargs": {},
|
41 |
+
"spaces_between_special_tokens": false,
|
42 |
+
"tokenizer_class": "LlamaTokenizer",
|
43 |
+
"unk_token": "<unk>",
|
44 |
+
"use_default_system_prompt": true
|
45 |
+
}
|