Initial upload of Phi-4-mini-instruct-AWQ-INT4

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* 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
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2024 DeepSeek
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

NOTICE

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+NOTICE
+
+This artifact is a derivative work of microsoft/Phi-4-mini-instruct, distributed under the MIT License.
+The full license text is in the LICENSE file at the root of this repository.
+
+Source model: https://huggingface.co/microsoft/Phi-4-mini-instruct

README.md

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+---
+license: mit
+license_link: https://opensource.org/license/mit
+base_model: microsoft/Phi-4-mini-instruct
+tags:
+  - quantized
+  - 4-bit
+  - int4
+  - awq
+language:
+  - en
+library_name: transformers
+pipeline_tag: text-generation
+---
+
+# Phi-4-mini-instruct-AWQ-INT4
+
+INT4 weight-only quantization of [`microsoft/Phi-4-mini-instruct`](https://huggingface.co/microsoft/Phi-4-mini-instruct).
+
+Microsoft Phi-4-mini-instruct in INT4. About 2.5 GB on disk. Runs on a 4 GB consumer GPU.
+
+| Property | Value |
+|---|---|
+| Base model | [microsoft/Phi-4-mini-instruct](https://huggingface.co/microsoft/Phi-4-mini-instruct) |
+| Quantization | INT4 weight-only |
+| Approx. on-disk size | ~2.9 GB |
+| License | MIT License |
+| Languages | English |
+
+## Load (vLLM)
+
+```bash
+vllm serve drawais/Phi-4-mini-instruct-AWQ-INT4 \
+  --max-model-len 32768 \
+  --gpu-memory-utilization 0.94
+```
+
+```python
+from vllm import LLM, SamplingParams
+llm = LLM(model="drawais/Phi-4-mini-instruct-AWQ-INT4", max_model_len=32768)
+print(llm.generate(["Hello!"], SamplingParams(max_tokens=128))[0].outputs[0].text)
+```
+
+## Footprint
+
+~2.9 GB on disk. Recommended VRAM: enough headroom for KV cache.
+
+## License & attribution
+
+This artifact is a derivative work of [`microsoft/Phi-4-mini-instruct`](https://huggingface.co/microsoft/Phi-4-mini-instruct),
+released by its original authors under the **MIT License**.
+
+This artifact is distributed under the same license. The full license text is
+included in [`LICENSE`](LICENSE), and required attribution is in [`NOTICE`](NOTICE).
+
+License text: https://opensource.org/license/mit
+Source model: https://huggingface.co/microsoft/Phi-4-mini-instruct

chat_template.jinja

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+{% for message in messages %}{% if message['role'] == 'system' and 'tools' in message and message['tools'] is not none %}{{ '<|' + message['role'] + '|>' + message['content'] + '<|tool|>' + message['tools'] + '<|/tool|>' + '<|end|>' }}{% else %}{{ '<|' + message['role'] + '|>' + message['content'] + '<|end|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>' }}{% else %}{{ eos_token }}{% endif %}

config.json

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+{
+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "configuration_phi3.Phi3Config",
+    "AutoModelForCausalLM": "modeling_phi3.Phi3ForCausalLM",
+    "AutoTokenizer": "Xenova/gpt-4o"
+  },
+  "bos_token_id": 199999,
+  "dtype": "bfloat16",
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+  "full_attn_mod": 1,
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+  "hidden_size": 3072,
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+  "model_type": "phi3",
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+}

generation_config.json

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+{
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+  "pad_token_id": 199999,
+  "transformers_version": "5.8.0.dev0"
+}

model.safetensors

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recipe.yaml

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+default_stage:
+  default_modifiers:
+    AWQModifier:
+      mappings:
+      - smooth_layer: re:.*input_layernorm$
+        balance_layers: ['re:.*qkv_proj$']
+        activation_hook_target: null
+      - smooth_layer: re:.*qkv_proj$
+        balance_layers: ['re:.*o_proj$']
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+      - smooth_layer: re:.*post_attention_layernorm$
+        balance_layers: ['re:.*gate_up_proj$']
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+      - smooth_layer: re:.*gate_up_proj$
+        balance_layers: ['re:.*down_proj$']
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+      n_grid: 20
+    QuantizationModifier:
+      targets: [Linear]
+      ignore: [lm_head, 're:.*embed.*', 're:.*router.*', 're:.*\.gate$']
+      scheme: W4A16
+      bypass_divisibility_checks: false

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tokenizer_config.json

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+  "unk_token": "<|endoftext|>"
+}