diff --git a/examples/server/README.md b/examples/server/README.md
index e56ca063a..1559dd3f2 100644
--- a/examples/server/README.md
+++ b/examples/server/README.md
@@ -16,6 +16,7 @@ Command line options:
 -   `--memory-f32`: Use 32-bit floats instead of 16-bit floats for memory key+value. Not recommended.
 -   `--mlock`: Lock the model in memory, preventing it from being swapped out when memory-mapped.
 -   `--no-mmap`: Do not memory-map the model. By default, models are mapped into memory, which allows the system to load only the necessary parts of the model as needed.
+-   `--numa`: Attempt optimizations that help on some NUMA systems.
 -   `--lora FNAME`: Apply a LoRA (Low-Rank Adaptation) adapter to the model (implies --no-mmap). This allows you to adapt the pretrained model to specific tasks or domains.
 -   `--lora-base FNAME`: Optional model to use as a base for the layers modified by the LoRA adapter. This flag is used in conjunction with the `--lora` flag, and specifies the base model for the adaptation.
 -   `-to N`, `--timeout N`: Server read/write timeout in seconds. Default `600`.
diff --git a/examples/server/chat.mjs b/examples/server/chat.mjs
index 8269e2592..87f4d2926 100644
--- a/examples/server/chat.mjs
+++ b/examples/server/chat.mjs
@@ -1,5 +1,34 @@
 import * as readline from 'node:readline'
 import { stdin, stdout } from 'node:process'
+import { readFileSync } from 'node:fs'
+import { SchemaConverter }  from './public/json-schema-to-grammar.mjs'
+
+const args = process.argv.slice(2);
+const grammarJsonSchemaFile = args.find(
+    (_, index) => args[index - 1] === "--grammar-json-schema"
+);
+const grammarFile = args.find((_, index) => args[index - 1] === "--grammar");
+
+// Example usage: function,arguments
+const grammarJsonSchemaPropOrder = args.find(
+    (_, index) => args[index - 1] === "--grammar-json-schema-prop-order"
+);
+const propOrder = grammarJsonSchemaPropOrder
+    ? grammarJsonSchemaPropOrder
+          .split(",")
+          .reduce((acc, cur, index) => ({ ...acc, [cur]: index }), {})
+    : {};
+
+let grammar = null
+if (grammarJsonSchemaFile) {
+    const schema = JSON.parse(readFileSync(grammarJsonSchemaFile, 'utf-8'))
+    const converter = new SchemaConverter(propOrder)
+    converter.visit(schema, '')
+    grammar = converter.formatGrammar()
+}
+if (grammarFile) {
+    grammar = readFileSync(grammarFile, 'utf-8')
+}
 
 const API_URL = 'http://127.0.0.1:8080'
 
@@ -48,6 +77,7 @@ async function chat_completion(question) {
             n_keep: n_keep,
             n_predict: 256,
             stop: ["\n### Human:"], // stop completion after generating this
+            grammar,
             stream: true,
         })
     })
diff --git a/examples/server/index.html.hpp b/examples/server/index.html.hpp
index bd0b47870..095b20610 100644
--- a/examples/server/index.html.hpp
+++ b/examples/server/index.html.hpp
@@ -207,946 +207,1054 @@ unsigned char index_html[] = {
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 };
-unsigned int index_html_len = 13781;
+unsigned int index_html_len = 15082;
diff --git a/examples/server/index.js.hpp b/examples/server/index.js.hpp
index a3b5be6d8..c9dc078b7 100644
--- a/examples/server/index.js.hpp
+++ b/examples/server/index.js.hpp
@@ -4,1555 +4,1578 @@ unsigned char index_js[] = {
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 };
-unsigned int index_js_len = 22174;
+unsigned int index_js_len = 22472;
diff --git a/examples/server/json-schema-to-grammar.mjs.hpp b/examples/server/json-schema-to-grammar.mjs.hpp
new file mode 100644
index 000000000..0a05c369d
--- /dev/null
+++ b/examples/server/json-schema-to-grammar.mjs.hpp
@@ -0,0 +1,311 @@
+unsigned char json_schema_to_grammar_mjs[] = {
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+};
+unsigned int json_schema_to_grammar_mjs_len = 3695;
diff --git a/examples/server/public/index.html b/examples/server/public/index.html
index de41da187..1200afc39 100644
--- a/examples/server/public/index.html
+++ b/examples/server/public/index.html
@@ -141,6 +141,7 @@
     } from '/index.js';
 
     import { llama } from '/completion.js';
+    import { SchemaConverter } from '/json-schema-to-grammar.mjs';
 
     const session = signal({
       prompt: "This is a conversation between user and llama, a friendly chatbot. respond in simple markdown.",
@@ -166,6 +167,7 @@
       mirostat: 0, // 0/1/2
       mirostat_tau: 5, // target entropy
       mirostat_eta: 0.1, // learning rate
+      grammar: '',
     })
 
     const llamaStats = signal(null)
@@ -304,6 +306,26 @@
       const updateParamsFloat = (el) => params.value = { ...params.value, [el.target.name]: parseFloat(el.target.value) }
       const updateParamsInt = (el) => params.value = { ...params.value, [el.target.name]: Math.floor(parseFloat(el.target.value)) }
 
+      const grammarJsonSchemaPropOrder = signal('')
+      const updateGrammarJsonSchemaPropOrder = (el) => grammarJsonSchemaPropOrder.value = el.target.value
+      const convertJSONSchemaGrammar = () => {
+        try {
+          const schema = JSON.parse(params.value.grammar)
+          const converter = new SchemaConverter(
+            grammarJsonSchemaPropOrder.value
+              .split(',')
+              .reduce((acc, cur, i) => ({...acc, [cur.trim()]: i}), {})
+          )
+          converter.visit(schema, '')
+          params.value = {
+            ...params.value,
+            grammar: converter.formatGrammar(),
+          }
+        } catch (e) {
+          alert(`Convert failed: ${e.message}`)
+        }
+      }
+
       const FloatField = ({label, max, min, name, step, value}) => {
         return html`
           <div>
@@ -355,6 +377,13 @@
               <label for="template">Chat history template</label>
               <textarea id="template" name="historyTemplate" value="${session.value.historyTemplate}" rows=1 oninput=${updateSession}/>
             </div>
+
+            <div>
+              <label for="template">Grammar</label>
+              <textarea id="grammar" name="grammar" placeholder="Use gbnf or JSON Schema+convert" value="${params.value.grammar}" rows=4 oninput=${updateParams}/>
+              <input type="text" name="prop-order" placeholder="order: prop1,prop2,prop3" oninput=${updateGrammarJsonSchemaPropOrder} />
+              <button type="button" onclick=${convertJSONSchemaGrammar}>Convert JSON Schema</button>
+            </div>
           </fieldset>
 
           <fieldset class="two">
diff --git a/examples/server/public/index.js b/examples/server/public/index.js
index 4fa725a90..9db5a9d9f 100644
--- a/examples/server/public/index.js
+++ b/examples/server/public/index.js
@@ -1 +1 @@
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diff --git a/examples/server/public/json-schema-to-grammar.mjs b/examples/server/public/json-schema-to-grammar.mjs
new file mode 100644
index 000000000..3f1b255c2
--- /dev/null
+++ b/examples/server/public/json-schema-to-grammar.mjs
@@ -0,0 +1,112 @@
+const SPACE_RULE = '" "?';
+
+const PRIMITIVE_RULES = {
+  boolean: '("true" | "false") space',
+  number: '("-"? ([0-9] | [1-9] [0-9]*)) ("." [0-9]+)? ([eE] [-+]? [0-9]+)? space',
+  integer: '("-"? ([0-9] | [1-9] [0-9]*)) space',
+  string: ` "\\"" (
+        [^"\\\\] |
+        "\\\\" (["\\\\/bfnrt] | "u" [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F] [0-9a-fA-F])
+      )* "\\"" space`,
+  null: '"null" space',
+};
+
+const INVALID_RULE_CHARS_RE = /[^\dA-Za-z-]+/g;
+const GRAMMAR_LITERAL_ESCAPE_RE = /[\n\r"]/g;
+const GRAMMAR_LITERAL_ESCAPES = {'\r': '\\r', '\n': '\\n', '"': '\\"'};
+
+export class SchemaConverter {
+  constructor(propOrder) {
+    this._propOrder = propOrder || {};
+    this._rules = new Map();
+    this._rules.set('space', SPACE_RULE);
+  }
+
+  _formatLiteral(literal) {
+    const escaped = JSON.stringify(literal).replace(
+      GRAMMAR_LITERAL_ESCAPE_RE,
+      m => GRAMMAR_LITERAL_ESCAPES[m]
+    );
+    return `"${escaped}"`;
+  }
+
+  _addRule(name, rule) {
+    let escName = name.replace(INVALID_RULE_CHARS_RE, '-');
+    let key = escName;
+
+    if (this._rules.has(escName)) {
+      if (this._rules.get(escName) === rule) {
+        return key;
+      }
+
+      let i = 0;
+      while (this._rules.has(`${escName}${i}`)) {
+        i += 1;
+      }
+      key = `${escName}${i}`;
+    }
+
+    this._rules.set(key, rule);
+    return key;
+  }
+
+  visit(schema, name) {
+    const schemaType = schema.type;
+    const ruleName = name || 'root';
+
+    if (schema.oneOf || schema.anyOf) {
+      const rule = (schema.oneOf || schema.anyOf).map((altSchema, i) =>
+        this.visit(altSchema, `${name}${name ? "-" : ""}${i}`)
+      ).join(' | ');
+
+      return this._addRule(ruleName, rule);
+    } else if ('const' in schema) {
+      return this._addRule(ruleName, this._formatLiteral(schema.const));
+    } else if ('enum' in schema) {
+      const rule = schema.enum.map(v => this._formatLiteral(v)).join(' | ');
+      return this._addRule(ruleName, rule);
+    } else if (schemaType === 'object' && 'properties' in schema) {
+      // TODO: `required` keyword (from python implementation)
+      const propOrder = this._propOrder;
+      const propPairs = Object.entries(schema.properties).sort((a, b) => {
+        // sort by position in prop_order (if specified) then by key
+        const orderA = typeof propOrder[a[0]] === 'number' ? propOrder[a[0]] : Infinity;
+        const orderB = typeof propOrder[b[0]] === 'number' ? propOrder[b[0]] : Infinity;
+        return orderA - orderB || a[0].localeCompare(b[0]);
+      });
+
+      let rule = '"{" space';
+      propPairs.forEach(([propName, propSchema], i) => {
+        const propRuleName = this.visit(propSchema, `${name}${name ? "-" : ""}${propName}`);
+        if (i > 0) {
+          rule += ' "," space';
+        }
+        rule += ` ${this._formatLiteral(propName)} space ":" space ${propRuleName}`;
+      });
+      rule += ' "}" space';
+
+      return this._addRule(ruleName, rule);
+    } else if (schemaType === 'array' && 'items' in schema) {
+      // TODO `prefixItems` keyword (from python implementation)
+      const itemRuleName = this.visit(schema.items, `${name}${name ? "-" : ""}item`);
+      const rule = `"[" space (${itemRuleName} ("," space ${itemRuleName})*)? "]" space`;
+      return this._addRule(ruleName, rule);
+    } else {
+      if (!PRIMITIVE_RULES[schemaType]) {
+        throw new Error(`Unrecognized schema: ${JSON.stringify(schema)}`);
+      }
+      return this._addRule(
+        ruleName === 'root' ? 'root' : schemaType,
+        PRIMITIVE_RULES[schemaType]
+      );
+    }
+  }
+
+  formatGrammar() {
+    let grammar = '';
+    this._rules.forEach((rule, name) => {
+      grammar += `${name} ::= ${rule}\n`;
+    });
+    return grammar;
+  }
+}
diff --git a/examples/server/server.cpp b/examples/server/server.cpp
index 2340f93ac..222dbcb43 100644
--- a/examples/server/server.cpp
+++ b/examples/server/server.cpp
@@ -666,6 +666,7 @@ static void server_print_usage(const char *argv0, const gpt_params &params,
     {
         fprintf(stdout, "  --no-mmap             do not memory-map model (slower load but may reduce pageouts if not using mlock)\n");
     }
+    fprintf(stdout, "  --numa                attempt optimizations that help on some NUMA systems\n");
 #ifdef LLAMA_SUPPORTS_GPU_OFFLOAD
     fprintf(stdout, "  -ngl N, --n-gpu-layers N\n");
     fprintf(stdout, "                        number of layers to store in VRAM\n");
@@ -940,6 +941,10 @@ static void server_params_parse(int argc, char **argv, server_params &sparams,
         {
             params.use_mmap = false;
         }
+        else if (arg == "--numa")
+        {
+            params.numa = true;
+        }
         else if (arg == "--embedding")
         {
             params.embedding = true;
diff --git a/ggml-cuda.cu b/ggml-cuda.cu
index 11f67aec8..df0cbe18f 100644
--- a/ggml-cuda.cu
+++ b/ggml-cuda.cu
@@ -1753,7 +1753,6 @@ static __device__ __forceinline__ float vec_dot_q4_K_q8_1_impl_vmmq(
 }
 
 // contiguous u/y values
-// also used for q5_K
 static __device__ __forceinline__ float vec_dot_q4_K_q8_1_impl_mmq(
     const int * __restrict__ v, const int * __restrict__ u, const uint8_t * __restrict__ sc,
     const uint8_t * __restrict__ m, const half2 & dm4, const half2 * __restrict__ ds8) {
@@ -1763,19 +1762,18 @@ static __device__ __forceinline__ float vec_dot_q4_K_q8_1_impl_mmq(
     float sumf_m = 0.0f;
 
 #pragma unroll
-    for (int i0 = 0; i0 < VDR_Q4_K_Q8_1_MMQ; i0 += (QI8_1/QR4_K)) {
+    for (int i = 0; i < QR4_K*VDR_Q4_K_Q8_1_MMQ/QI8_1; ++i) {
         int sumi_d = 0;
 
 #pragma unroll
-        for (int i = i0; i < i0 + (QI8_1/QR4_K); ++i) {
-            sumi_d = __dp4a(v[2*i+0], u[2*i+0], sumi_d); // SIMD dot product
-            sumi_d = __dp4a(v[2*i+1], u[2*i+1], sumi_d); // SIMD dot product
+        for (int j = 0; j < QI8_1; ++j) {
+            sumi_d = __dp4a((v[j] >> (4*i)) & 0x0F0F0F0F, u[i*QI8_1 + j], sumi_d); // SIMD dot product
         }
 
-        const float2 ds8f = __half22float2(ds8[i0 / 4]);
+        const float2 ds8f = __half22float2(ds8[i]);
 
-        sumf_d += ds8f.x * (sc[i0/4] * sumi_d);
-        sumf_m += ds8f.y *   m[i0/4]; // sum of q8_1 block * q4_K min val
+        sumf_d += ds8f.x * (sc[i] * sumi_d);
+        sumf_m += ds8f.y *   m[i]; // sum of q8_1 block * q4_K min val
     }
 
     const float2 dm4f = __half22float2(dm4);
@@ -1792,7 +1790,7 @@ static __device__ __forceinline__ float vec_dot_q4_K_q8_1_impl_mmq(
 #define VDR_Q5_K_Q8_1_MMQ  8
 
 // contiguous v/x values
-static __device__ __forceinline__ float vec_dot_q5_K_q8_1_impl(
+static __device__ __forceinline__ float vec_dot_q5_K_q8_1_impl_vmmq(
     const int * __restrict__ vl, const int * __restrict__ vh, const int * __restrict__ u, const uint8_t * __restrict__ sc,
     const uint8_t * __restrict__ m, const half2 & dm5, const float * __restrict__ d8) {
 
@@ -1829,6 +1827,40 @@ static __device__ __forceinline__ float vec_dot_q5_K_q8_1_impl(
 #endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
+// contiguous u/y values
+static __device__ __forceinline__ float vec_dot_q5_K_q8_1_impl_mmq(
+    const int * __restrict__ v, const int * __restrict__ u, const uint8_t * __restrict__ sc,
+    const uint8_t * __restrict__ m, const half2 & dm4, const half2 * __restrict__ ds8) {
+
+#if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
+    float sumf_d = 0.0f;
+    float sumf_m = 0.0f;
+
+#pragma unroll
+    for (int i = 0; i < QR5_K*VDR_Q5_K_Q8_1_MMQ/QI8_1; ++i) {
+        int sumi_d = 0;
+
+#pragma unroll
+        for (int j = 0; j < QI8_1; ++j) {
+            sumi_d = __dp4a(v[i*QI8_1 + j], u[i*QI8_1 + j], sumi_d); // SIMD dot product
+        }
+
+        const float2 ds8f = __half22float2(ds8[i]);
+
+        sumf_d += ds8f.x * (sc[i] * sumi_d);
+        sumf_m += ds8f.y *   m[i]; // sum of q8_1 block * q4_K min val
+    }
+
+    const float2 dm4f = __half22float2(dm4);
+
+    return dm4f.x*sumf_d - dm4f.y*sumf_m;
+
+#else
+    assert(false);
+    return 0.0f; // only to satisfy the compiler
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
+}
+
 #define VDR_Q6_K_Q8_1_MMVQ 1
 #define VDR_Q6_K_Q8_1_MMQ  8
 
@@ -2824,18 +2856,11 @@ static __device__ __forceinline__ float vec_dot_q4_K_q8_1_mul_mat(
     const int * __restrict__ x_ql, const half2 * __restrict__ x_dm, const int * __restrict__ x_qh, const int * __restrict__ x_sc,
     const int * __restrict__ y_qs, const half2 * __restrict__ y_ds, const int & i, const int & j, const int & k) {
 
-    int v[QR4_K*VDR_Q4_K_Q8_1_MMQ];
-
-#pragma unroll
-    for (int l = 0; l < VDR_Q4_K_Q8_1_MMQ; ++l) {
-        v[l + 0]         = (x_ql[i * (WARP_SIZE + 1) + k + l] >> 0) & 0x0F0F0F0F;
-        v[l + (QI4_K/4)] = (x_ql[i * (WARP_SIZE + 1) + k + l] >> 4) & 0x0F0F0F0F;
-    }
-
     const uint8_t * sc = ((const uint8_t *) &x_sc[i * (WARP_SIZE/8) + i/8 + k/16]) + 2*((k % 16) / 8);
 
     const int index_y = j * WARP_SIZE + (QR4_K*k) % WARP_SIZE;
-    return vec_dot_q4_K_q8_1_impl_mmq(v, &y_qs[index_y], sc, sc+8, x_dm[i * (WARP_SIZE/QI4_K) + i/QI4_K], &y_ds[index_y/QI8_1]);
+    return vec_dot_q4_K_q8_1_impl_mmq(&x_ql[i * (WARP_SIZE + 1) + k], &y_qs[index_y], sc, sc+8,
+                                      x_dm[i * (WARP_SIZE/QI4_K) + i/QI4_K], &y_ds[index_y/QI8_1]);
 }
 
 static __device__ __forceinline__ float vec_dot_q5_K_q8_1(
@@ -2882,7 +2907,7 @@ static __device__ __forceinline__ float vec_dot_q5_K_q8_1(
         u[2*i+1] = q8[4];
     }
 
-    return vec_dot_q5_K_q8_1_impl(vl, vh, u, sc, m, bq5_K->dm, d8);
+    return vec_dot_q5_K_q8_1_impl_vmmq(vl, vh, u, sc, m, bq5_K->dm, d8);
 
 #else
 
@@ -3025,7 +3050,8 @@ static __device__ __forceinline__ float vec_dot_q5_K_q8_1_mul_mat(
 
     const int index_x = i * (QR5_K*WARP_SIZE + 1) +  QR5_K*k;
     const int index_y = j * WARP_SIZE             + (QR5_K*k) % WARP_SIZE;
-    return vec_dot_q4_K_q8_1_impl_mmq(&x_ql[index_x], &y_qs[index_y], sc, sc+8, x_dm[i * (WARP_SIZE/QI5_K) + i/QI5_K], &y_ds[index_y/QI8_1]);
+    return vec_dot_q5_K_q8_1_impl_mmq(&x_ql[index_x], &y_qs[index_y], sc, sc+8,
+                                      x_dm[i * (WARP_SIZE/QI5_K) + i/QI5_K], &y_ds[index_y/QI8_1]);
 }
 
 static __device__ __forceinline__ float vec_dot_q6_K_q8_1(
@@ -3301,7 +3327,11 @@ template <bool need_check> static __global__ void mul_mat_q4_0(
 #define  MMQ_Y_Q4_1_PASCAL 64
 #define NWARPS_Q4_1_PASCAL 8
 
-template <bool need_check> static __global__ void mul_mat_q4_1(
+template <bool need_check> static __global__ void
+#if __CUDA_ARCH__ < CC_TURING
+    __launch_bounds__(WARP_SIZE*NWARPS_Q4_1_PASCAL, 2)
+#endif // __CUDA_ARCH__ < CC_TURING
+    mul_mat_q4_1(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
@@ -3471,7 +3501,11 @@ template <bool need_check> static __global__ void mul_mat_q2_K(
 #define  MMQ_Y_Q3_K_PASCAL 64
 #define NWARPS_Q3_K_PASCAL 8
 
-template <bool need_check> static __global__ void mul_mat_q3_K(
+template <bool need_check> static __global__ void
+#if __CUDA_ARCH__ < CC_TURING
+    __launch_bounds__(WARP_SIZE*NWARPS_Q3_K_PASCAL, 2)
+#endif // __CUDA_ARCH__ < CC_TURING
+    mul_mat_q3_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
@@ -3501,11 +3535,15 @@ template <bool need_check> static __global__ void mul_mat_q3_K(
 #define  MMQ_X_Q4_K_AMPERE 64
 #define  MMQ_Y_Q4_K_AMPERE 128
 #define NWARPS_Q4_K_AMPERE 4
-#define  MMQ_X_Q4_K_PASCAL 32
+#define  MMQ_X_Q4_K_PASCAL 64
 #define  MMQ_Y_Q4_K_PASCAL 64
 #define NWARPS_Q4_K_PASCAL 8
 
-template <bool need_check> static __global__ void mul_mat_q4_K(
+template <bool need_check> static __global__ void
+#if __CUDA_ARCH__ < CC_TURING
+    __launch_bounds__(WARP_SIZE*NWARPS_Q4_K_PASCAL, 2)
+#endif // __CUDA_ARCH__ < CC_TURING
+    mul_mat_q4_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
@@ -3569,11 +3607,15 @@ template <bool need_check> static __global__ void mul_mat_q5_K(
 #define  MMQ_X_Q6_K_AMPERE 64
 #define  MMQ_Y_Q6_K_AMPERE 64
 #define NWARPS_Q6_K_AMPERE 4
-#define  MMQ_X_Q6_K_PASCAL 32
+#define  MMQ_X_Q6_K_PASCAL 64
 #define  MMQ_Y_Q6_K_PASCAL 64
 #define NWARPS_Q6_K_PASCAL 8
 
-template <bool need_check> static __global__ void mul_mat_q6_K(
+template <bool need_check> static __global__ void
+#if __CUDA_ARCH__ < CC_TURING
+    __launch_bounds__(WARP_SIZE*NWARPS_Q6_K_PASCAL, 2)
+#endif // __CUDA_ARCH__ < CC_TURING
+    mul_mat_q6_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
diff --git a/ggml-metal.m b/ggml-metal.m
index 4e4491414..9cc4d9e03 100644
--- a/ggml-metal.m
+++ b/ggml-metal.m
@@ -126,7 +126,7 @@ struct ggml_metal_context * ggml_metal_init(int n_cb) {
         ctx->library = [ctx->device newLibraryWithSource:msl_library_source options:nil error:&error];
         if (error) {
             fprintf(stderr, "%s: error: %s\n", __func__, [[error description] UTF8String]);
-            exit(1);
+            return NULL;
         }
     }
 #else
@@ -144,7 +144,7 @@ struct ggml_metal_context * ggml_metal_init(int n_cb) {
         NSString * src  = [NSString stringWithContentsOfFile:path encoding:NSUTF8StringEncoding error:&error];
         if (error) {
             fprintf(stderr, "%s: error: %s\n", __func__, [[error description] UTF8String]);
-            exit(1);
+            return NULL;
         }
 
 #ifdef GGML_QKK_64
@@ -156,7 +156,7 @@ struct ggml_metal_context * ggml_metal_init(int n_cb) {
 #endif
         if (error) {
             fprintf(stderr, "%s: error: %s\n", __func__, [[error description] UTF8String]);
-            exit(1);
+            return NULL;
         }
     }
 #endif
diff --git a/llama.cpp b/llama.cpp
index 0cf2b3749..c8ab313d9 100644
--- a/llama.cpp
+++ b/llama.cpp
@@ -3337,6 +3337,12 @@ struct llama_context * llama_new_context_with_model(
         // this allocates all Metal resources and memory buffers
         ctx->ctx_metal = ggml_metal_init(1);
 
+        if (!ctx->ctx_metal) {
+            LLAMA_LOG_ERROR("%s: ggml_metal_init() failed\n", __func__);
+            llama_free(ctx);
+            return NULL;
+        }
+
         void * data_ptr  = NULL;
         size_t data_size = 0;
 
diff --git a/llama.h b/llama.h
index d237bcc54..92b474891 100644
--- a/llama.h
+++ b/llama.h
@@ -97,7 +97,7 @@ extern "C" {
     // If your logging mechanism cannot handle that, check if the last character is '\n' and strip it
     // if it exists.
     // It might not exist for progress report where '.' is output repeatedly.
-    typedef void (*llama_log_callback)(llama_log_level level, const char * text, void * user_data);
+    typedef void (*llama_log_callback)(enum llama_log_level level, const char * text, void * user_data);
 
     struct llama_context_params {
         uint32_t seed;         // RNG seed, -1 for random