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@@ -20,7 +20,7 @@ inference: false
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  model_creator: MaziyarPanahi
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  quantized_by: MaziyarPanahi
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  model-index:
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- - name: Phi-3-mini-4k-instruct-v0.3
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  results:
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  - task:
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  type: text-generation
@@ -37,7 +37,7 @@ model-index:
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  value: 63.48
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  name: normalized accuracy
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  source:
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- url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -53,7 +53,7 @@ model-index:
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  value: 80.86
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  name: normalized accuracy
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  source:
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- url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -70,7 +70,7 @@ model-index:
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  value: 69.24
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  name: accuracy
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  source:
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- url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -86,7 +86,7 @@ model-index:
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  - type: mc2
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  value: 60.66
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  source:
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- url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -103,7 +103,7 @@ model-index:
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  value: 72.77
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  name: accuracy
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  source:
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- url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -120,7 +120,7 @@ model-index:
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  value: 74.53
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  name: accuracy
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  source:
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- url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -135,7 +135,7 @@ model-index:
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  value: 49.26
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  name: strict accuracy
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  source:
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- url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -150,7 +150,7 @@ model-index:
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  value: 37.66
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  name: normalized accuracy
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  source:
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- url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -165,7 +165,7 @@ model-index:
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  value: 2.95
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  name: exact match
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  source:
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- url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -180,7 +180,7 @@ model-index:
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  value: 9.06
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  name: acc_norm
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  source:
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- url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -195,7 +195,7 @@ model-index:
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  value: 7.75
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  name: acc_norm
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  source:
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- url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -212,23 +212,23 @@ model-index:
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  value: 31.42
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  name: accuracy
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  source:
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- url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  name: Open LLM Leaderboard
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  ---
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  <img src="./phi-3-instruct.webp" alt="Phi-3 Logo" width="500" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
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- # MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3
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  This model is a fine-tune (DPO) of `microsoft/Phi-3-mini-4k-instruct` model.
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  # ⚡ Quantized GGUF
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- All GGUF models are available here: [MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3-GGUF](https://huggingface.co/MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3-GGUF)
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  # 🏆 [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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- Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_MaziyarPanahi__Phi-3-mini-4k-instruct-v0.3)
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@@ -259,7 +259,7 @@ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-le
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- `MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3` is the best-performing Phi-3-mini-4k model on the Open LLM Leaderboard. (03/06/2024).
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/tKhQ55r7znR4X8GofwYj1.png)
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@@ -280,7 +280,7 @@ This model uses `ChatML` prompt template:
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  # How to use
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- You can use this model by using `MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3` as the model name in Hugging Face's
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  transformers library.
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  ```python
@@ -288,7 +288,7 @@ from transformers import AutoModelForCausalLM, AutoTokenizer, TextStreamer
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  from transformers import pipeline
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  import torch
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- model_id = "MaziyarPanahi/Phi-3-mini-4k-instruct-v0.3"
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  model = AutoModelForCausalLM.from_pretrained(
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  model_id,
 
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  model_creator: MaziyarPanahi
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  quantized_by: MaziyarPanahi
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  model-index:
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+ - name: calme-2.3-phi3-4b
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  results:
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  - task:
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  type: text-generation
 
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  value: 63.48
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  name: normalized accuracy
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 80.86
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  name: normalized accuracy
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 69.24
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  name: accuracy
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  - type: mc2
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  value: 60.66
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 72.77
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  name: accuracy
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 74.53
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  name: accuracy
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 49.26
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  name: strict accuracy
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  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 37.66
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  name: normalized accuracy
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  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 2.95
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  name: exact match
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  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 9.06
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  name: acc_norm
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  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 7.75
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  name: acc_norm
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  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 31.42
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  name: accuracy
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  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.3-phi3-4b
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  name: Open LLM Leaderboard
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  ---
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  <img src="./phi-3-instruct.webp" alt="Phi-3 Logo" width="500" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
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+ # MaziyarPanahi/calme-2.3-phi3-4b
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  This model is a fine-tune (DPO) of `microsoft/Phi-3-mini-4k-instruct` model.
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  # ⚡ Quantized GGUF
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+ All GGUF models are available here: [MaziyarPanahi/calme-2.3-phi3-4b-GGUF](https://huggingface.co/MaziyarPanahi/calme-2.3-phi3-4b-GGUF)
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  # 🏆 [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_MaziyarPanahi__calme-2.3-phi3-4b)
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+ `MaziyarPanahi/calme-2.3-phi3-4b` is the best-performing Phi-3-mini-4k model on the Open LLM Leaderboard. (03/06/2024).
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/5fd5e18a90b6dc4633f6d292/tKhQ55r7znR4X8GofwYj1.png)
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  # How to use
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+ You can use this model by using `MaziyarPanahi/calme-2.3-phi3-4b` as the model name in Hugging Face's
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  transformers library.
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286
  ```python
 
288
  from transformers import pipeline
289
  import torch
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291
+ model_id = "MaziyarPanahi/calme-2.3-phi3-4b"
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293
  model = AutoModelForCausalLM.from_pretrained(
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  model_id,