PEFT
Safetensors
qwen2
lora
unsloth
Generated from Trainer
text-generation-inference
4-bit precision
bitsandbytes
Instructions to use shakedzy/QwQ-32b-Preview-bnb-4bit-wTags with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use shakedzy/QwQ-32b-Preview-bnb-4bit-wTags with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Desktop
Upload 8 files
Browse files- config.json +58 -0
- generation_config.json +14 -0
- model-00001-of-00005.safetensors +3 -0
- model-00002-of-00005.safetensors +3 -0
- model-00003-of-00005.safetensors +3 -0
- model-00004-of-00005.safetensors +3 -0
- model-00005-of-00005.safetensors +3 -0
- model.safetensors.index.json +0 -0
config.json
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "unsloth/QwQ-32B-Preview-unsloth-bnb-4bit",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"Qwen2ForCausalLM"
|
| 5 |
+
],
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": 151643,
|
| 8 |
+
"eos_token_id": 151645,
|
| 9 |
+
"hidden_act": "silu",
|
| 10 |
+
"hidden_size": 5120,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"intermediate_size": 27648,
|
| 13 |
+
"max_position_embeddings": 32768,
|
| 14 |
+
"max_window_layers": 64,
|
| 15 |
+
"model_type": "qwen2",
|
| 16 |
+
"num_attention_heads": 40,
|
| 17 |
+
"num_hidden_layers": 64,
|
| 18 |
+
"num_key_value_heads": 8,
|
| 19 |
+
"pad_token_id": 151654,
|
| 20 |
+
"quantization_config": {
|
| 21 |
+
"_load_in_4bit": true,
|
| 22 |
+
"_load_in_8bit": false,
|
| 23 |
+
"bnb_4bit_compute_dtype": "bfloat16",
|
| 24 |
+
"bnb_4bit_quant_storage": "uint8",
|
| 25 |
+
"bnb_4bit_quant_type": "nf4",
|
| 26 |
+
"bnb_4bit_use_double_quant": true,
|
| 27 |
+
"llm_int8_enable_fp32_cpu_offload": false,
|
| 28 |
+
"llm_int8_has_fp16_weight": false,
|
| 29 |
+
"llm_int8_skip_modules": [
|
| 30 |
+
"lm_head",
|
| 31 |
+
"multi_modal_projector",
|
| 32 |
+
"merger",
|
| 33 |
+
"modality_projection",
|
| 34 |
+
"model.layers.5.mlp",
|
| 35 |
+
"model.layers.33.mlp",
|
| 36 |
+
"model.layers.35.mlp",
|
| 37 |
+
"model.layers.38.mlp",
|
| 38 |
+
"model.layers.60.mlp",
|
| 39 |
+
"model.layers.62.mlp",
|
| 40 |
+
"model.layers.43.self_attn.o_proj"
|
| 41 |
+
],
|
| 42 |
+
"llm_int8_threshold": 6.0,
|
| 43 |
+
"load_in_4bit": true,
|
| 44 |
+
"load_in_8bit": false,
|
| 45 |
+
"quant_method": "bitsandbytes"
|
| 46 |
+
},
|
| 47 |
+
"rms_norm_eps": 1e-05,
|
| 48 |
+
"rope_scaling": null,
|
| 49 |
+
"rope_theta": 1000000.0,
|
| 50 |
+
"sliding_window": null,
|
| 51 |
+
"tie_word_embeddings": false,
|
| 52 |
+
"torch_dtype": "float16",
|
| 53 |
+
"transformers_version": "4.47.1",
|
| 54 |
+
"unsloth_fixed": true,
|
| 55 |
+
"use_cache": true,
|
| 56 |
+
"use_sliding_window": false,
|
| 57 |
+
"vocab_size": 152064
|
| 58 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 151643,
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
151645,
|
| 6 |
+
151643
|
| 7 |
+
],
|
| 8 |
+
"max_length": 32768,
|
| 9 |
+
"pad_token_id": 151654,
|
| 10 |
+
"temperature": 0.7,
|
| 11 |
+
"top_k": 20,
|
| 12 |
+
"top_p": 0.8,
|
| 13 |
+
"transformers_version": "4.47.1"
|
| 14 |
+
}
|
model-00001-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8c4dd4480f6dd96691771694d68980d339a8b263a1071d68cac711a8b35e407
|
| 3 |
+
size 4987266674
|
model-00002-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a9994e5db99f5dca1aa2cd89a026eb2f7cd5d51f70c4afd57b7c926ec5806a5
|
| 3 |
+
size 4999136188
|
model-00003-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0fa8f8c5d4911da1ef742a82dd86c6a3cc1c6843cbedb768dcb04dbeab80d5ee
|
| 3 |
+
size 4981146340
|
model-00004-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c2a03e2d65536e13f02cfdba8ada47c0cc0109c651bc1e19dbe83552fb51bbd
|
| 3 |
+
size 4843103627
|
model-00005-of-00005.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6ff2f3fb2a65cb771ad3270d6b8813f6c87df870269641fc838e9fbb54f7fc20
|
| 3 |
+
size 3225289517
|
model.safetensors.index.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|