Upload folder using huggingface_hub (#1)

- 753516a1aabdd2762f1b6ebad11ba23b37f33f9b54d05863d5f9ecdf830753f3 (456918123de4dc7090a53506f66283cce8881167)
- a4e6f8f1c177a8652be1bd14f1ea557e28c78b0e56cba306a1dca09cb58470ad (15c47a4c003ce46f56aabb34d5ef669c537df8d5)

README.md

@@ -0,0 +1,85 @@
+---
+thumbnail: "https://assets-global.website-files.com/646b351987a8d8ce158d1940/64ec9e96b4334c0e1ac41504_Logo%20with%20white%20text.svg"
+base_model: cognitivecomputations/dolphin-2.9-llama3-8b-256k
+metrics:
+- memory_disk
+- memory_inference
+- inference_latency
+- inference_throughput
+- inference_CO2_emissions
+- inference_energy_consumption
+tags:
+- pruna-ai
+---
+<!-- header start -->
+<!-- 200823 -->
+<div style="width: auto; margin-left: auto; margin-right: auto">
+    <a href="https://www.pruna.ai/" target="_blank" rel="noopener noreferrer">
+        <img src="https://i.imgur.com/eDAlcgk.png" alt="PrunaAI" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+    </a>
+</div>
+<!-- header end -->
+
+[![Twitter](https://img.shields.io/twitter/follow/PrunaAI?style=social)](https://twitter.com/PrunaAI)
+[![GitHub](https://img.shields.io/github/followers/PrunaAI?label=Follow%20%40PrunaAI&style=social)](https://github.com/PrunaAI)
+[![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue)](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
+[![Discord](https://img.shields.io/badge/Discord-Join%20Us-blue?style=social&logo=discord)](https://discord.gg/CP4VSgck)
+
+# Simply make AI models cheaper, smaller, faster, and greener!
+
+- Give a thumbs up if you like this model!
+- Contact us and tell us which model to compress next [here](https://www.pruna.ai/contact).
+- Request access to easily compress your *own* AI models [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
+- Read the documentations to know more [here](https://pruna-ai-pruna.readthedocs-hosted.com/en/latest/)
+- Join Pruna AI community on Discord [here](https://discord.gg/CP4VSgck) to share feedback/suggestions or get help.
+
+## Results
+
+![image info](./plots.png)
+
+**Frequently Asked Questions**
+- ***How does the compression work?*** The model is compressed with awq.
+- ***How does the model quality change?*** The quality of the model output might vary compared to the base model.
+- ***How is the model efficiency evaluated?*** These results were obtained on NVIDIA A100-PCIE-40GB with configuration described in `model/smash_config.json` and are obtained after a hardware warmup. The smashed model is directly compared to the original base model. Efficiency results may vary in other settings (e.g. other hardware, image size, batch size, ...). We recommend to directly run them in the use-case conditions to know if the smashed model can benefit you.
+- ***What is the model format?*** We use safetensors.
+- ***What calibration data has been used?*** If needed by the compression method, we used WikiText as the calibration data.
+- ***What is the naming convention for Pruna Huggingface models?*** We take the original model name and append "turbo", "tiny", or "green" if the smashed model has a measured inference speed, inference memory, or inference energy consumption which is less than 90% of the original base model.
+- ***How to compress my own models?*** You can request premium access to more compression methods and tech support for your specific use-cases [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
+- ***What are "first" metrics?*** Results mentioning "first" are obtained after the first run of the model. The first run might take more memory or be slower than the subsequent runs due cuda overheads.
+- ***What are "Sync" and "Async" metrics?*** "Sync" metrics are obtained by syncing all GPU processes and stop measurement when all of them are executed. "Async" metrics are obtained without syncing all GPU processes and stop when the model output can be used by the CPU. We provide both metrics since both could be relevant depending on the use-case. We recommend to test the efficiency gains directly in your use-cases.
+
+## Setup
+
+You can run the smashed model with these steps:
+
+0. Check requirements from the original repo cognitivecomputations/dolphin-2.9-llama3-8b-256k installed. In particular, check python, cuda, and transformers versions.
+1. Make sure that you have installed quantization related packages.
+    ```bash
+    pip install autoawq
+    ```
+2. Load & run the model.
+    ```python 
+   from transformers import AutoModelForCausalLM, AutoTokenizer
+   from awq import AutoAWQForCausalLM
+
+   model = AutoAWQForCausalLM.from_quantized("PrunaAI/cognitivecomputations-dolphin-2.9-llama3-8b-256k-AWQ-4bit-smashed", trust_remote_code=True, device_map='auto')
+   tokenizer = AutoTokenizer.from_pretrained("cognitivecomputations/dolphin-2.9-llama3-8b-256k")
+    
+   input_ids = tokenizer("What is the color of prunes?,", return_tensors='pt').to(model.device)["input_ids"]
+    
+   outputs = model.generate(input_ids, max_new_tokens=216)
+   tokenizer.decode(outputs[0])
+    ```
+
+## Configurations
+
+The configuration info are in `smash_config.json`.
+
+## Credits & License
+
+The license of the smashed model follows the license of the original model. Please check the license of the original model cognitivecomputations/dolphin-2.9-llama3-8b-256k before using this model which provided the base model. The license  of the `pruna-engine` is [here](https://pypi.org/project/pruna-engine/) on Pypi.
+
+## Want to compress other models?
+
+- Contact us and tell us which model to compress next [here](https://www.pruna.ai/contact).
+- Request access to easily compress your own AI models [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).

config.json

@@ -0,0 +1,36 @@
+{
+  "_name_or_path": "/tmp/tmpcmzh3zye",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 128000,
+  "eos_token_id": 128256,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 8192,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "pretraining_tp": 1,
+  "quantization_config": {
+    "bits": 4,
+    "group_size": 128,
+    "modules_to_not_convert": null,
+    "quant_method": "awq",
+    "version": "gemm",
+    "zero_point": true
+  },
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 500000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.40.0",
+  "use_cache": false,
+  "vocab_size": 128258
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 128000,
+  "do_sample": true,
+  "eos_token_id": 128001,
+  "transformers_version": "4.40.0"
+}

model-00001-of-00002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0042d699577ceedaa1a41e7fd771030684da8f5ee475b025a5590c20869cafe5
+size 4677281680

model-00002-of-00002.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd46b24919e64c6c14906d19f4e3d7a65c08872761c9d7378d100df5f1a11ebf
+size 1050689664

model.safetensors.index.json

@@ -0,0 +1,746 @@
+{
+    "metadata": {
+        "total_size": 5727887360
+    },
+    "weight_map": {
+        "model.embed_tokens.weight": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.0.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.0.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.0.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.1.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.1.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.1.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.2.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.2.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.2.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.3.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.3.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.3.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.4.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.4.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.4.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.5.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.5.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.5.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.6.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.6.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.6.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.7.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.7.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.7.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.8.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.8.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.8.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.9.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.9.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.9.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.10.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.10.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.10.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.11.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.11.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.11.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.12.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.12.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.12.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.13.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.13.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.13.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.14.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.14.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.14.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.15.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.15.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.15.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.16.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.16.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.16.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.17.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.17.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.17.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.18.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.18.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.18.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.19.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.19.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.19.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.20.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.20.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.20.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.21.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.21.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.21.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.22.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.22.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.22.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.23.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.23.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.23.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.24.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.24.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.24.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.25.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.25.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.25.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.26.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.26.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.26.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.27.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.27.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.27.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.28.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.28.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.28.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.29.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.29.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.29.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.30.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.30.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.30.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.q_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.q_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.q_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.k_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.k_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.k_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.v_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.v_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.v_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.o_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.o_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.self_attn.o_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.gate_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.gate_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.gate_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.up_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.up_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.up_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.down_proj.qweight": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.down_proj.qzeros": "model-00001-of-00002.safetensors",
+        "model.layers.31.mlp.down_proj.scales": "model-00001-of-00002.safetensors",
+        "model.layers.31.input_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.layers.31.post_attention_layernorm.weight": "model-00001-of-00002.safetensors",
+        "model.norm.weight": "model-00001-of-00002.safetensors",
+        "lm_head.weight": "model-00002-of-00002.safetensors"
+    }
+}

results.json

@@ -0,0 +1,30 @@
+{
+    "base_current_gpu_type": "NVIDIA A100-PCIE-40GB",
+    "base_current_gpu_total_memory": 40339.3125,
+    "base_token_generation_latency_sync": 76.9214370727539,
+    "base_token_generation_latency_async": 76.84411387890577,
+    "base_token_generation_throughput_sync": 0.01300027714061269,
+    "base_token_generation_throughput_async": 0.01301335846719298,
+    "base_token_generation_CO2_emissions": 4.107156647942229e-05,
+    "base_token_generation_energy_consumption": 0.013795784438629225,
+    "base_inference_latency_sync": 75.23112869262695,
+    "base_inference_latency_async": 74.10402297973633,
+    "base_inference_throughput_sync": 0.01329237002525532,
+    "base_inference_throughput_async": 0.013494544017852432,
+    "base_inference_CO2_emissions": 4.120221930394127e-05,
+    "base_inference_energy_consumption": 0.00011383432613620926,
+    "smashed_current_gpu_type": "NVIDIA A100-PCIE-40GB",
+    "smashed_current_gpu_total_memory": 40339.3125,
+    "smashed_token_generation_latency_sync": 49.12493553161621,
+    "smashed_token_generation_latency_async": 48.867019824683666,
+    "smashed_token_generation_throughput_sync": 0.02035626081089536,
+    "smashed_token_generation_throughput_async": 0.020463699312698435,
+    "smashed_token_generation_CO2_emissions": 3.728837750948082e-05,
+    "smashed_token_generation_energy_consumption": 0.009091379798953737,
+    "smashed_inference_latency_sync": 52.04664306640625,
+    "smashed_inference_latency_async": 49.13980960845947,
+    "smashed_inference_throughput_sync": 0.01921353503479756,
+    "smashed_inference_throughput_async": 0.02035009919590427,
+    "smashed_inference_CO2_emissions": 3.594376337961103e-05,
+    "smashed_inference_energy_consumption": 0.00010089579813269325
+}

smash_config.json

@@ -0,0 +1,31 @@
+{
+    "api_key": null,
+    "verify_url": "http://johnrachwan.pythonanywhere.com",
+    "smash_config": {
+        "pruners": "[]",
+        "pruning_ratio": 0.0,
+        "factorizers": "[]",
+        "quantizers": "['awq']",
+        "weight_quantization_bits": 4,
+        "output_deviation": 0.01,
+        "compilers": "[]",
+        "static_batch": true,
+        "static_shape": true,
+        "controlnet": "None",
+        "unet_dim": 4,
+        "device": "cuda",
+        "cache_dir": "/ceph/hdd/staff/charpent/.cache/modelshwuv6vps",
+        "batch_size": 1,
+        "model_name": "cognitivecomputations/dolphin-2.9-llama3-8b-256k",
+        "task": "text_text_generation",
+        "max_batch_size": 1,
+        "qtype_weight": "torch.qint8",
+        "qtype_activation": "torch.quint8",
+        "qobserver": "<class 'torch.ao.quantization.observer.MinMaxObserver'>",
+        "qscheme": "torch.per_tensor_symmetric",
+        "qconfig": "x86",
+        "group_size": 128,
+        "damp_percent": 0.1,
+        "save_load_fn": "hf-awq"
+    }
+}