Instructions to use ailexleon/Assistant_Pepe_32B-mlx-4Bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use ailexleon/Assistant_Pepe_32B-mlx-4Bit with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("ailexleon/Assistant_Pepe_32B-mlx-4Bit") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps
- LM Studio
- MLX LM
How to use ailexleon/Assistant_Pepe_32B-mlx-4Bit with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "ailexleon/Assistant_Pepe_32B-mlx-4Bit"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "ailexleon/Assistant_Pepe_32B-mlx-4Bit" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ailexleon/Assistant_Pepe_32B-mlx-4Bit", "messages": [ {"role": "user", "content": "Hello"} ] }'
Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- README.md +31 -0
- chat_template.jinja +4 -0
- config.json +114 -0
- generation_config.json +13 -0
- model-00001-of-00004.safetensors +3 -0
- model-00002-of-00004.safetensors +3 -0
- model-00003-of-00004.safetensors +3 -0
- model-00004-of-00004.safetensors +3 -0
- model.safetensors.index.json +0 -0
- tokenizer.json +3 -0
- tokenizer_config.json +30 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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language: en
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pipeline_tag: text-generation
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tags:
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- mlx
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library_name: mlx
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---
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# ailexleon/Assistant_Pepe_32B-mlx-4Bit
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("ailexleon/Assistant_Pepe_32B-mlx-4Bit")
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prompt = "hello"
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if tokenizer.chat_template is not None:
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messages = [{"role": "user", "content": prompt}]
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prompt = tokenizer.apply_chat_template(
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messages, add_generation_prompt=True, return_dict=False,
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)
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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```
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chat_template.jinja
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{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '
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' + message['content'] + '<|im_end|>' + '
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'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
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' }}{% endif %}
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config.json
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{
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"architectures": [
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"Qwen3ForCausalLM"
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],
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| 5 |
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"attention_bias": false,
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| 6 |
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"attention_dropout": 0.0,
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| 7 |
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"bos_token_id": 151643,
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| 8 |
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"dtype": "bfloat16",
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"eos_token_id": [
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151645,
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151643
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],
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"head_dim": 128,
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| 14 |
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"hidden_act": "silu",
|
| 15 |
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"hidden_size": 5120,
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| 16 |
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"initializer_range": 0.02,
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| 17 |
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"intermediate_size": 25600,
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| 18 |
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"layer_types": [
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
|
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"full_attention",
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"full_attention",
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| 66 |
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"full_attention",
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"full_attention",
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"full_attention",
|
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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| 75 |
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"full_attention",
|
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"full_attention",
|
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
|
| 82 |
+
"full_attention"
|
| 83 |
+
],
|
| 84 |
+
"max_position_embeddings": 40960,
|
| 85 |
+
"max_window_layers": 64,
|
| 86 |
+
"model_type": "qwen3",
|
| 87 |
+
"num_attention_heads": 64,
|
| 88 |
+
"num_hidden_layers": 64,
|
| 89 |
+
"num_key_value_heads": 8,
|
| 90 |
+
"pad_token_id": null,
|
| 91 |
+
"quantization": {
|
| 92 |
+
"group_size": 64,
|
| 93 |
+
"bits": 4,
|
| 94 |
+
"mode": "affine"
|
| 95 |
+
},
|
| 96 |
+
"quantization_config": {
|
| 97 |
+
"group_size": 64,
|
| 98 |
+
"bits": 4,
|
| 99 |
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"mode": "affine"
|
| 100 |
+
},
|
| 101 |
+
"rms_norm_eps": 1e-06,
|
| 102 |
+
"rope_parameters": {
|
| 103 |
+
"rope_theta": 1000000,
|
| 104 |
+
"rope_type": "default"
|
| 105 |
+
},
|
| 106 |
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"rope_theta": 1000000,
|
| 107 |
+
"rope_type": "default",
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| 108 |
+
"sliding_window": null,
|
| 109 |
+
"tie_word_embeddings": false,
|
| 110 |
+
"transformers_version": "5.4.0",
|
| 111 |
+
"use_cache": true,
|
| 112 |
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"use_sliding_window": false,
|
| 113 |
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"vocab_size": 151936
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| 114 |
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}
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generation_config.json
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{
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"bos_token_id": 151643,
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"do_sample": true,
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"eos_token_id": [
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151645,
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151643
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],
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| 8 |
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"pad_token_id": 151643,
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| 9 |
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"temperature": 0.6,
|
| 10 |
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"top_k": 20,
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| 11 |
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"top_p": 0.95,
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| 12 |
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"transformers_version": "5.4.0"
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| 13 |
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}
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model-00001-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5a89e790017e971b0836bb26c971b78cfba7d7d580bef8ce709f85618533b71d
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| 3 |
+
size 5366619059
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model-00002-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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+
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| 3 |
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size 5346575850
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model-00003-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ce09d9cad93941359ac756de849185143e284793c092e9dfed01c51d349d2ee9
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| 3 |
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size 5359025653
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model-00004-of-00004.safetensors
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:a2b5beabf89d09179f5c1693b1f43fa4a3de4c0ef3a79faaba41a97d1d6b0f71
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+
size 2357630312
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model.safetensors.index.json
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tokenizer.json
ADDED
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+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:be75606093db2094d7cd20f3c2f385c212750648bd6ea4fb2bf507a6a4c55506
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size 11422650
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tokenizer_config.json
ADDED
|
@@ -0,0 +1,30 @@
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{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": null,
|
| 5 |
+
"clean_up_tokenization_spaces": false,
|
| 6 |
+
"eos_token": "<|im_end|>",
|
| 7 |
+
"errors": "replace",
|
| 8 |
+
"extra_special_tokens": [
|
| 9 |
+
"<|im_start|>",
|
| 10 |
+
"<|im_end|>",
|
| 11 |
+
"<|object_ref_start|>",
|
| 12 |
+
"<|object_ref_end|>",
|
| 13 |
+
"<|box_start|>",
|
| 14 |
+
"<|box_end|>",
|
| 15 |
+
"<|quad_start|>",
|
| 16 |
+
"<|quad_end|>",
|
| 17 |
+
"<|vision_start|>",
|
| 18 |
+
"<|vision_end|>",
|
| 19 |
+
"<|vision_pad|>",
|
| 20 |
+
"<|image_pad|>",
|
| 21 |
+
"<|video_pad|>"
|
| 22 |
+
],
|
| 23 |
+
"is_local": true,
|
| 24 |
+
"local_files_only": false,
|
| 25 |
+
"model_max_length": 131072,
|
| 26 |
+
"pad_token": "<|endoftext|>",
|
| 27 |
+
"split_special_tokens": false,
|
| 28 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 29 |
+
"unk_token": null
|
| 30 |
+
}
|