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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-v0.1
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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: 62.63
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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-v0.1
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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: 81.07
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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-v0.1
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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: 68.96
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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-v0.1
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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: 61.48
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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-v0.1
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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: 71.03
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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-v0.1
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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: 72.25
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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-v0.1
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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: 55.25
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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-v0.1
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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: 38.12
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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-v0.1
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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: 4.31
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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-v0.1
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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: 10.63
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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-v0.1
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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: 8.26
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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-v0.1
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
@@ -212,24 +212,24 @@ model-index:
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  value: 30.51
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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-v0.1
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  name: Open LLM Leaderboard
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  ---
218
 
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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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221
 
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- # MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1
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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
227
 
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- All GGUF models are available here: [MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1-GGUF](https://huggingface.co/MaziyarPanahi/Phi-3-mini-4k-instruct-v0.1-GGUF)
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230
  # 🏆 [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-v0.1)
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  | Metric |Value|
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  |-------------------|----:|
@@ -269,7 +269,7 @@ 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-v0.1` as the model name in Hugging Face's
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  transformers library.
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275
  ```python
@@ -277,7 +277,7 @@ 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-v0.1"
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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-2.1-phi3-4b
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  results:
25
  - task:
26
  type: text-generation
 
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  value: 62.63
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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-2.1-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
43
  type: text-generation
 
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  value: 81.07
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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-2.1-phi3-4b
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  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
70
  value: 68.96
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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-2.1-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: 61.48
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  source:
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+ url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-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: 71.03
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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-2.1-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: 72.25
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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-2.1-phi3-4b
124
  name: Open LLM Leaderboard
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  - task:
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  type: text-generation
 
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  value: 55.25
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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-2.1-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: 38.12
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  name: normalized accuracy
152
  source:
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+ url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-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: 4.31
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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-2.1-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: 10.63
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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-2.1-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: 8.26
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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-2.1-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: 30.51
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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-2.1-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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221
 
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+ # MaziyarPanahi/calme-2.1-phi3-4b
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  This model is a fine-tune (DPO) of `microsoft/Phi-3-mini-4k-instruct` model.
225
 
226
  # ⚡ Quantized GGUF
227
 
228
+ All GGUF models are available here: [MaziyarPanahi/calme-2.1-phi3-4b-GGUF](https://huggingface.co/MaziyarPanahi/calme-2.1-phi3-4b-GGUF)
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  # 🏆 [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
231
 
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+ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_MaziyarPanahi__calme-2.1-phi3-4b)
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  | Metric |Value|
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  |-------------------|----:|
 
269
 
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  # How to use
271
 
272
+ You can use this model by using `MaziyarPanahi/calme-2.1-phi3-4b` as the model name in Hugging Face's
273
  transformers library.
274
 
275
  ```python
 
277
  from transformers import pipeline
278
  import torch
279
 
280
+ model_id = "MaziyarPanahi/calme-2.1-phi3-4b"
281
 
282
  model = AutoModelForCausalLM.from_pretrained(
283
  model_id,