diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 168cbeeade0..ff7b6b36dc8 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -15389,16 +15389,6 @@
         "litellm_provider": "ollama",
         "mode": "completion"
     },
-    "deepinfra/Austism/chronos-hermes-13b-v2": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 1.3e-07,
-        "output_cost_per_token": 1.3e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/Gryphe/MythoMax-L2-13b": {
         "max_tokens": 4096,
         "max_input_tokens": 4096,
@@ -15409,26 +15399,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/Gryphe/MythoMax-L2-13b-turbo": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 1.3e-07,
-        "output_cost_per_token": 1.3e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/KoboldAI/LLaMA2-13B-Tiefighter": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 1e-07,
-        "output_cost_per_token": 1e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/NousResearch/Hermes-3-Llama-3.1-405B": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -15447,78 +15417,18 @@
         "output_cost_per_token": 2.8e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/NovaSky-AI/Sky-T1-32B-Preview": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 1.2e-07,
-        "output_cost_per_token": 1.8e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/Phind/Phind-CodeLlama-34B-v2": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 6e-07,
-        "output_cost_per_token": 6e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/Qwen/QVQ-72B-Preview": {
-        "max_tokens": 32000,
-        "max_input_tokens": 32000,
-        "max_output_tokens": 32000,
-        "input_cost_per_token": 2.5e-07,
-        "output_cost_per_token": 5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
         "supports_tool_choice": false
     },
     "deepinfra/Qwen/QwQ-32B": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
         "max_output_tokens": 131072,
-        "input_cost_per_token": 7.5e-08,
-        "output_cost_per_token": 1.5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/Qwen/QwQ-32B-Preview": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 1.2e-07,
-        "output_cost_per_token": 1.8e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/Qwen/Qwen2-72B-Instruct": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 3.5e-07,
+        "input_cost_per_token": 1.5e-07,
         "output_cost_per_token": 4e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/Qwen/Qwen2-7B-Instruct": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 5.5e-08,
-        "output_cost_per_token": 5.5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/Qwen/Qwen2.5-72B-Instruct": {
         "max_tokens": 32768,
         "max_input_tokens": 32768,
@@ -15539,26 +15449,6 @@
         "mode": "chat",
         "supports_tool_choice": false
     },
-    "deepinfra/Qwen/Qwen2.5-Coder-32B-Instruct": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 6e-08,
-        "output_cost_per_token": 1.5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/Qwen/Qwen2.5-Coder-7B": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 2.5e-08,
-        "output_cost_per_token": 5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/Qwen/Qwen2.5-VL-32B-Instruct": {
         "max_tokens": 128000,
         "max_input_tokens": 128000,
@@ -15645,30 +15535,11 @@
         "max_output_tokens": 262144,
         "input_cost_per_token": 3e-07,
         "output_cost_per_token": 1.2e-06,
+        "cache_read_input_token_cost": 2.4e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/Sao10K/L3-70B-Euryale-v2.1": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 7e-07,
-        "output_cost_per_token": 8e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/Sao10K/L3-8B-Lunaris-v1": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 3e-08,
-        "output_cost_per_token": 6e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/Sao10K/L3-8B-Lunaris-v1-Turbo": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,
@@ -15715,6 +15586,7 @@
         "max_output_tokens": 200000,
         "input_cost_per_token": 3.3e-06,
         "output_cost_per_token": 1.65e-05,
+        "cache_read_input_token_cost": 3.3e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
         "supports_tool_choice": true
@@ -15739,67 +15611,15 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/bigcode/starcoder2-15b-instruct-v0.1": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 1.5e-07,
-        "output_cost_per_token": 1.5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/cognitivecomputations/dolphin-2.6-mixtral-8x7b": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 2.4e-07,
-        "output_cost_per_token": 2.4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/cognitivecomputations/dolphin-2.9.1-llama-3-70b": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 3.5e-07,
-        "output_cost_per_token": 4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/deepinfra/airoboros-70b": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 7e-07,
-        "output_cost_per_token": 9e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/deepseek-ai/DeepSeek-Prover-V2-671B": {
-        "max_tokens": 163840,
-        "max_input_tokens": 163840,
-        "max_output_tokens": 163840,
-        "input_cost_per_token": 5e-07,
-        "output_cost_per_token": 2.18e-06,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false,
-        "supports_reasoning": true
-    },
     "deepinfra/deepseek-ai/DeepSeek-R1": {
         "max_tokens": 163840,
         "max_input_tokens": 163840,
         "max_output_tokens": 163840,
-        "input_cost_per_token": 4.5e-07,
-        "output_cost_per_token": 2.15e-06,
+        "input_cost_per_token": 7e-07,
+        "output_cost_per_token": 2.4e-06,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-R1-0528": {
         "max_tokens": 163840,
@@ -15807,10 +15627,10 @@
         "max_output_tokens": 163840,
         "input_cost_per_token": 5e-07,
         "output_cost_per_token": 2.15e-06,
+        "cache_read_input_token_cost": 4e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-R1-0528-Turbo": {
         "max_tokens": 32768,
@@ -15820,8 +15640,7 @@
         "output_cost_per_token": 3e-06,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-R1-Distill-Llama-70B": {
         "max_tokens": 131072,
@@ -15831,8 +15650,7 @@
         "output_cost_per_token": 4e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": false,
-        "supports_reasoning": true
+        "supports_tool_choice": false
     },
     "deepinfra/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B": {
         "max_tokens": 131072,
@@ -15842,19 +15660,17 @@
         "output_cost_per_token": 1.5e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-R1-Turbo": {
-        "max_tokens": 163840,
-        "max_input_tokens": 163840,
-        "max_output_tokens": 163840,
+        "max_tokens": 40960,
+        "max_input_tokens": 40960,
+        "max_output_tokens": 40960,
         "input_cost_per_token": 1e-06,
         "output_cost_per_token": 3e-06,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-V3": {
         "max_tokens": 163840,
@@ -15864,8 +15680,7 @@
         "output_cost_per_token": 8.9e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-V3-0324": {
         "max_tokens": 163840,
@@ -15873,59 +15688,18 @@
         "max_output_tokens": 163840,
         "input_cost_per_token": 2.8e-07,
         "output_cost_per_token": 8.8e-07,
+        "cache_read_input_token_cost": 2.24e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
-    },
-    "deepinfra/deepseek-ai/DeepSeek-V3-0324-Turbo": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 1e-06,
-        "output_cost_per_token": 3e-06,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true,
-        "supports_reasoning": true
+        "supports_tool_choice": true
     },
     "deepinfra/deepseek-ai/DeepSeek-V3.1": {
         "max_tokens": 163840,
         "max_input_tokens": 163840,
         "max_output_tokens": 163840,
-        "input_cost_per_token": 3e-07,
+        "input_cost_per_token": 2.7e-07,
         "output_cost_per_token": 1e-06,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false,
-        "supports_reasoning": true
-    },
-    "deepinfra/google/codegemma-7b-it": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 7e-08,
-        "output_cost_per_token": 7e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/google/gemini-1.5-flash": {
-        "max_tokens": 1000000,
-        "max_input_tokens": 1000000,
-        "max_output_tokens": 1000000,
-        "input_cost_per_token": 7.5e-08,
-        "output_cost_per_token": 3e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/google/gemini-1.5-flash-8b": {
-        "max_tokens": 1000000,
-        "max_input_tokens": 1000000,
-        "max_output_tokens": 1000000,
-        "input_cost_per_token": 3.75e-08,
-        "output_cost_per_token": 1.5e-07,
+        "cache_read_input_token_cost": 2.16e-07,
         "litellm_provider": "deepinfra",
         "mode": "chat",
         "supports_tool_choice": true
@@ -15960,36 +15734,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/google/gemma-1.1-7b-it": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 7e-08,
-        "output_cost_per_token": 7e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/google/gemma-2-27b-it": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 2.7e-07,
-        "output_cost_per_token": 2.7e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/google/gemma-2-9b-it": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 3e-08,
-        "output_cost_per_token": 6e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/google/gemma-3-12b-it": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -16014,48 +15758,8 @@
         "max_tokens": 131072,
         "max_input_tokens": 131072,
         "max_output_tokens": 131072,
-        "input_cost_per_token": 2e-08,
-        "output_cost_per_token": 4e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/lizpreciatior/lzlv_70b_fp16_hf": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 3.5e-07,
-        "output_cost_per_token": 4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/mattshumer/Reflection-Llama-3.1-70B": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 3.5e-07,
-        "output_cost_per_token": 4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/meta-llama/Llama-2-13b-chat-hf": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 1.3e-07,
-        "output_cost_per_token": 1.3e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/meta-llama/Llama-2-70b-chat-hf": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 6.4e-07,
-        "output_cost_per_token": 8e-07,
+        "input_cost_per_token": 4e-08,
+        "output_cost_per_token": 8e-08,
         "litellm_provider": "deepinfra",
         "mode": "chat",
         "supports_tool_choice": true
@@ -16070,16 +15774,6 @@
         "mode": "chat",
         "supports_tool_choice": false
     },
-    "deepinfra/meta-llama/Llama-3.2-1B-Instruct": {
-        "max_tokens": 131072,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 131072,
-        "input_cost_per_token": 5e-09,
-        "output_cost_per_token": 1e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/meta-llama/Llama-3.2-3B-Instruct": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -16090,16 +15784,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/meta-llama/Llama-3.2-90B-Vision-Instruct": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 3.5e-07,
-        "output_cost_per_token": 4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/meta-llama/Llama-3.3-70B-Instruct": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -16130,16 +15814,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/meta-llama/Llama-4-Maverick-17B-128E-Instruct-Turbo": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 5e-07,
-        "output_cost_per_token": 5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/meta-llama/Llama-4-Scout-17B-16E-Instruct": {
         "max_tokens": 327680,
         "max_input_tokens": 327680,
@@ -16170,16 +15844,6 @@
         "mode": "chat",
         "supports_tool_choice": false
     },
-    "deepinfra/meta-llama/Meta-Llama-3-70B-Instruct": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 3e-07,
-        "output_cost_per_token": 4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/meta-llama/Meta-Llama-3-8B-Instruct": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,
@@ -16190,16 +15854,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/meta-llama/Meta-Llama-3.1-405B-Instruct": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 8e-07,
-        "output_cost_per_token": 8e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/meta-llama/Meta-Llama-3.1-70B-Instruct": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -16240,36 +15894,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/microsoft/Phi-3-medium-4k-instruct": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 1.4e-07,
-        "output_cost_per_token": 1.4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/microsoft/Phi-4-multimodal-instruct": {
-        "max_tokens": 131072,
-        "max_input_tokens": 131072,
-        "max_output_tokens": 131072,
-        "input_cost_per_token": 5e-08,
-        "output_cost_per_token": 1e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/microsoft/WizardLM-2-7B": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 5.5e-08,
-        "output_cost_per_token": 5.5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/microsoft/WizardLM-2-8x22B": {
         "max_tokens": 65536,
         "max_input_tokens": 65536,
@@ -16290,66 +15914,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/microsoft/phi-4-reasoning-plus": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 7e-08,
-        "output_cost_per_token": 3.5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/mistralai/Devstral-Small-2505": {
-        "max_tokens": 128000,
-        "max_input_tokens": 128000,
-        "max_output_tokens": 128000,
-        "input_cost_per_token": 6e-08,
-        "output_cost_per_token": 1.2e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/mistralai/Devstral-Small-2507": {
-        "max_tokens": 128000,
-        "max_input_tokens": 128000,
-        "max_output_tokens": 128000,
-        "input_cost_per_token": 7e-08,
-        "output_cost_per_token": 2.8e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/mistralai/Mistral-7B-Instruct-v0.1": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 5.5e-08,
-        "output_cost_per_token": 5.5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "deepinfra/mistralai/Mistral-7B-Instruct-v0.2": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 5.5e-08,
-        "output_cost_per_token": 5.5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/mistralai/Mistral-7B-Instruct-v0.3": {
-        "max_tokens": 32768,
-        "max_input_tokens": 32768,
-        "max_output_tokens": 32768,
-        "input_cost_per_token": 2.8e-08,
-        "output_cost_per_token": 5.4e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/mistralai/Mistral-Nemo-Instruct-2407": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -16370,16 +15934,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/mistralai/Mistral-Small-3.1-24B-Instruct-2503": {
-        "max_tokens": 128000,
-        "max_input_tokens": 128000,
-        "max_output_tokens": 128000,
-        "input_cost_per_token": 5e-08,
-        "output_cost_per_token": 1e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
     "deepinfra/mistralai/Mistral-Small-3.2-24B-Instruct-2506": {
         "max_tokens": 128000,
         "max_input_tokens": 128000,
@@ -16390,16 +15944,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/mistralai/Mixtral-8x22B-Instruct-v0.1": {
-        "max_tokens": 65536,
-        "max_input_tokens": 65536,
-        "max_output_tokens": 65536,
-        "input_cost_per_token": 6.5e-07,
-        "output_cost_per_token": 6.5e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/mistralai/Mixtral-8x7B-Instruct-v0.1": {
         "max_tokens": 32768,
         "max_input_tokens": 32768,
@@ -16430,16 +15974,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/nvidia/Nemotron-4-340B-Instruct": {
-        "max_tokens": 4096,
-        "max_input_tokens": 4096,
-        "max_output_tokens": 4096,
-        "input_cost_per_token": 4.2e-06,
-        "output_cost_per_token": 4.2e-06,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/openai/gpt-oss-120b": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -16460,36 +15994,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "deepinfra/openbmb/MiniCPM-Llama3-V-2_5": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 3.4e-07,
-        "output_cost_per_token": 3.4e-07,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/openchat/openchat-3.6-8b": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 5.5e-08,
-        "output_cost_per_token": 5.5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": false
-    },
-    "deepinfra/openchat/openchat_3.5": {
-        "max_tokens": 8192,
-        "max_input_tokens": 8192,
-        "max_output_tokens": 8192,
-        "input_cost_per_token": 5.5e-08,
-        "output_cost_per_token": 5.5e-08,
-        "litellm_provider": "deepinfra",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "deepinfra/zai-org/GLM-4.5": {
         "max_tokens": 131072,
         "max_input_tokens": 131072,
@@ -20998,4 +20502,4 @@
             "notes": "Volcengine Doubao embedding model - text-240715 version with 2560 dimensions"
         }
     }
-}
\ No newline at end of file
+}
diff --git a/litellm/types/llms/databricks.py b/litellm/types/llms/databricks.py
index c362d065694..c484e80ada3 100644
--- a/litellm/types/llms/databricks.py
+++ b/litellm/types/llms/databricks.py
@@ -51,7 +51,7 @@ AllDatabricksContentValues = Union[str, List[AllDatabricksContentListValues]]
 
 class DatabricksFunction(TypedDict, total=False):
     name: Required[str]
-    description: dict | str
+    description: Union[dict, str]
     parameters: dict
     strict: bool