- README.md +28 -0
- config.json +86 -0
- model.safetensors +3 -0
- model.safetensors.index.json +748 -0
- special_tokens_map.json +35 -0
- tokenizer.json +0 -0
- tokenizer_config.json +86 -0
README.md
ADDED
@@ -0,0 +1,28 @@
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1 |
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---
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2 |
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language:
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- th
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- en
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license: apache-2.0
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6 |
+
library_name: transformers
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tags:
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+
- openthaigpt
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+
- llama
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- mlx
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pipeline_tag: text-generation
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+
---
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13 |
+
|
14 |
+
# mlx-community/openthaigpt-1.0.0-7b-chat-4bit-mlx
|
15 |
+
This model was converted to MLX format from [`openthaigpt/openthaigpt-1.0.0-7b-chat`]().
|
16 |
+
Refer to the [original model card](https://huggingface.co/openthaigpt/openthaigpt-1.0.0-7b-chat) for more details on the model.
|
17 |
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## Use with mlx
|
18 |
+
|
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+
```bash
|
20 |
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pip install mlx-lm
|
21 |
+
```
|
22 |
+
|
23 |
+
```python
|
24 |
+
from mlx_lm import load, generate
|
25 |
+
|
26 |
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model, tokenizer = load("mlx-community/openthaigpt-1.0.0-7b-chat-4bit-mlx")
|
27 |
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response = generate(model, tokenizer, prompt="hello", verbose=True)
|
28 |
+
```
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config.json
ADDED
@@ -0,0 +1,86 @@
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1 |
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{
|
2 |
+
"vocab_size": 41088,
|
3 |
+
"max_position_embeddings": 4096,
|
4 |
+
"hidden_size": 4096,
|
5 |
+
"intermediate_size": 11008,
|
6 |
+
"num_hidden_layers": 32,
|
7 |
+
"num_attention_heads": 32,
|
8 |
+
"num_key_value_heads": 32,
|
9 |
+
"hidden_act": "silu",
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"rms_norm_eps": 1e-05,
|
12 |
+
"pretraining_tp": 1,
|
13 |
+
"use_cache": false,
|
14 |
+
"rope_theta": 10000.0,
|
15 |
+
"rope_scaling": null,
|
16 |
+
"attention_bias": false,
|
17 |
+
"attention_dropout": 0.0,
|
18 |
+
"return_dict": true,
|
19 |
+
"output_hidden_states": false,
|
20 |
+
"output_attentions": false,
|
21 |
+
"torchscript": false,
|
22 |
+
"torch_dtype": "bfloat16",
|
23 |
+
"use_bfloat16": false,
|
24 |
+
"tf_legacy_loss": false,
|
25 |
+
"pruned_heads": {},
|
26 |
+
"tie_word_embeddings": false,
|
27 |
+
"chunk_size_feed_forward": 0,
|
28 |
+
"is_encoder_decoder": false,
|
29 |
+
"is_decoder": false,
|
30 |
+
"cross_attention_hidden_size": null,
|
31 |
+
"add_cross_attention": false,
|
32 |
+
"tie_encoder_decoder": false,
|
33 |
+
"max_length": 20,
|
34 |
+
"min_length": 0,
|
35 |
+
"do_sample": false,
|
36 |
+
"early_stopping": false,
|
37 |
+
"num_beams": 1,
|
38 |
+
"num_beam_groups": 1,
|
39 |
+
"diversity_penalty": 0.0,
|
40 |
+
"temperature": 1.0,
|
41 |
+
"top_k": 50,
|
42 |
+
"top_p": 1.0,
|
43 |
+
"typical_p": 1.0,
|
44 |
+
"repetition_penalty": 1.0,
|
45 |
+
"length_penalty": 1.0,
|
46 |
+
"no_repeat_ngram_size": 0,
|
47 |
+
"encoder_no_repeat_ngram_size": 0,
|
48 |
+
"bad_words_ids": null,
|
49 |
+
"num_return_sequences": 1,
|
50 |
+
"output_scores": false,
|
51 |
+
"return_dict_in_generate": false,
|
52 |
+
"forced_bos_token_id": null,
|
53 |
+
"forced_eos_token_id": null,
|
54 |
+
"remove_invalid_values": false,
|
55 |
+
"exponential_decay_length_penalty": null,
|
56 |
+
"suppress_tokens": null,
|
57 |
+
"begin_suppress_tokens": null,
|
58 |
+
"architectures": [
|
59 |
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"LlamaForCausalLM"
|
60 |
+
],
|
61 |
+
"finetuning_task": null,
|
62 |
+
"id2label": {
|
63 |
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"0": "LABEL_0",
|
64 |
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"1": "LABEL_1"
|
65 |
+
},
|
66 |
+
"label2id": {
|
67 |
+
"LABEL_0": 0,
|
68 |
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"LABEL_1": 1
|
69 |
+
},
|
70 |
+
"tokenizer_class": null,
|
71 |
+
"prefix": null,
|
72 |
+
"bos_token_id": 1,
|
73 |
+
"pad_token_id": null,
|
74 |
+
"eos_token_id": 2,
|
75 |
+
"sep_token_id": null,
|
76 |
+
"decoder_start_token_id": null,
|
77 |
+
"task_specific_params": null,
|
78 |
+
"problem_type": null,
|
79 |
+
"_name_or_path": "/Users/katopz/.cache/huggingface/hub/models--openthaigpt--openthaigpt-1.0.0-7b-chat/snapshots/5b5d33a535ff1703967436d0ca59a747e4a2c4bf",
|
80 |
+
"transformers_version": "4.38.2",
|
81 |
+
"model_type": "llama",
|
82 |
+
"quantization": {
|
83 |
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"group_size": 64,
|
84 |
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"bits": 4
|
85 |
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}
|
86 |
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}
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5a13eef7dff14395f590da40fdb79f1a504b11fdb8c4341f60cc65c65fc6993d
|
3 |
+
size 4074629154
|
model.safetensors.index.json
ADDED
@@ -0,0 +1,748 @@
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|
1 |
+
{
|
2 |
+
"metadata": {
|
3 |
+
"total_size": 4074545152
|
4 |
+
},
|
5 |
+
"weight_map": {
|
6 |
+
"lm_head.biases": "model.safetensors",
|
7 |
+
"lm_head.scales": "model.safetensors",
|
8 |
+
"lm_head.weight": "model.safetensors",
|
9 |
+
"model.embed_tokens.weight": "model.safetensors",
|
10 |
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"model.layers.0.input_layernorm.weight": "model.safetensors",
|
11 |
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"model.layers.0.mlp.down_proj.biases": "model.safetensors",
|
12 |
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special_tokens_map.json
ADDED
@@ -0,0 +1,35 @@
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|
|
1 |
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{
|
2 |
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"additional_special_tokens": [
|
3 |
+
"<unk>",
|
4 |
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|
5 |
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|
6 |
+
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|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
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|
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|
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|
14 |
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|
15 |
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|
17 |
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|
18 |
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|
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|
20 |
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|
21 |
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|
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|
23 |
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|
24 |
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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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|
33 |
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|
34 |
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|
35 |
+
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|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
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|
tokenizer_config.json
ADDED
@@ -0,0 +1,86 @@
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|
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|
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|
3 |
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|
4 |
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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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|
18 |
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|
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|
20 |
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|
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|
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|
23 |
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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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|
35 |
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|
36 |
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|
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|
38 |
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|
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|
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|
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|
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|
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|
44 |
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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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|
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|
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|
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|
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|
86 |
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